Update spaCy pipeline
Browse files- .gitattributes +2 -0
- README.md +56 -0
- config.cfg +147 -0
- en_JobDesc_pipeline-any-py3-none-any.whl +3 -0
- meta.json +78 -0
- ner/cfg +13 -0
- ner/model +0 -0
- ner/moves +1 -0
- tokenizer +3 -0
- transformer/cfg +3 -0
- transformer/model +3 -0
- vocab/key2row +1 -0
- vocab/lookups.bin +3 -0
- vocab/strings.json +2978 -0
- vocab/vectors +0 -0
- vocab/vectors.cfg +3 -0
.gitattributes
CHANGED
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@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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en_JobDesc_pipeline-any-py3-none-any.whl filter=lfs diff=lfs merge=lfs -text
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transformer/model filter=lfs diff=lfs merge=lfs -text
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README.md
ADDED
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@@ -0,0 +1,56 @@
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---
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tags:
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- spacy
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- token-classification
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language:
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- en
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model-index:
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- name: en_JobDesc_pipeline
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results:
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- task:
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name: NER
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type: token-classification
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metrics:
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- name: NER Precision
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type: precision
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value: 0.9094650206
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- name: NER Recall
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type: recall
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value: 0.876984127
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- name: NER F Score
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type: f_score
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value: 0.8929292929
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---
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| Feature | Description |
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| --- | --- |
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| **Name** | `en_JobDesc_pipeline` |
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| **Version** | `0.0.0` |
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| **spaCy** | `>=3.7.2,<3.8.0` |
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| **Default Pipeline** | `transformer`, `ner` |
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| **Components** | `transformer`, `ner` |
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| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
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| **Sources** | n/a |
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| **License** | n/a |
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| **Author** | [n/a]() |
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### Label Scheme
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<details>
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<summary>View label scheme (5 labels for 1 components)</summary>
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| Component | Labels |
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| --- | --- |
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| **`ner`** | `EXPERIENCE`, `QUALIFICATION`, `ROLES`, `SKILLS`, `TITLE` |
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</details>
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### Accuracy
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| Type | Score |
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| --- | --- |
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| `ENTS_F` | 89.29 |
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| `ENTS_P` | 90.95 |
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| `ENTS_R` | 87.70 |
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| `TRANSFORMER_LOSS` | 439.35 |
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| `NER_LOSS` | 1436600.63 |
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config.cfg
ADDED
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@@ -0,0 +1,147 @@
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| 1 |
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[paths]
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train = "/content/drive/MyDrive/RankingAssets/jd_train_data.spacy"
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dev = "/content/drive/MyDrive/RankingAssets/jd_test_data.spacy"
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vectors = null
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init_tok2vec = null
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[system]
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| 8 |
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gpu_allocator = "pytorch"
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seed = 0
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| 10 |
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| 11 |
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[nlp]
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lang = "en"
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| 13 |
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pipeline = ["transformer","ner"]
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batch_size = 128
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disabled = []
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before_creation = null
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after_creation = null
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after_pipeline_creation = null
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tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
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vectors = {"@vectors":"spacy.Vectors.v1"}
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[components]
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[components.ner]
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factory = "ner"
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incorrect_spans_key = null
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moves = null
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scorer = {"@scorers":"spacy.ner_scorer.v1"}
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update_with_oracle_cut_size = 100
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[components.ner.model]
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@architectures = "spacy.TransitionBasedParser.v2"
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state_type = "ner"
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extra_state_tokens = false
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hidden_width = 64
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maxout_pieces = 2
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use_upper = false
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nO = null
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| 40 |
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[components.ner.model.tok2vec]
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@architectures = "spacy-transformers.TransformerListener.v1"
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| 42 |
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grad_factor = 1.0
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| 43 |
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pooling = {"@layers":"reduce_mean.v1"}
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| 44 |
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upstream = "*"
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| 45 |
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| 46 |
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[components.transformer]
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factory = "transformer"
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| 48 |
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max_batch_items = 4096
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| 49 |
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set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotation_setter.v1"}
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| 50 |
+
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| 51 |
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[components.transformer.model]
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| 52 |
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@architectures = "spacy-transformers.TransformerModel.v3"
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| 53 |
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name = "bert-base-uncased"
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| 54 |
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mixed_precision = false
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| 55 |
+
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| 56 |
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[components.transformer.model.get_spans]
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| 57 |
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@span_getters = "spacy-transformers.strided_spans.v1"
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| 58 |
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window = 128
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| 59 |
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stride = 96
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| 60 |
+
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| 61 |
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[components.transformer.model.grad_scaler_config]
|
| 62 |
+
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| 63 |
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[components.transformer.model.tokenizer_config]
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| 64 |
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use_fast = true
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| 65 |
+
|
| 66 |
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[components.transformer.model.transformer_config]
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| 67 |
+
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| 68 |
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[corpora]
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| 69 |
+
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| 70 |
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[corpora.dev]
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@readers = "spacy.Corpus.v1"
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| 72 |
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path = ${paths.dev}
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| 73 |
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max_length = 0
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| 74 |
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gold_preproc = false
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| 75 |
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limit = 0
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| 76 |
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augmenter = null
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| 77 |
+
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[corpora.train]
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| 79 |
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@readers = "spacy.Corpus.v1"
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path = ${paths.train}
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| 81 |
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max_length = 0
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| 82 |
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gold_preproc = false
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| 83 |
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limit = 0
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| 84 |
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augmenter = null
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| 85 |
+
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| 86 |
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[training]
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| 87 |
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accumulate_gradient = 3
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| 88 |
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dev_corpus = "corpora.dev"
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| 89 |
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train_corpus = "corpora.train"
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| 90 |
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seed = ${system.seed}
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gpu_allocator = ${system.gpu_allocator}
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| 92 |
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dropout = 0.1
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| 93 |
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patience = 1600
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| 94 |
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max_epochs = 0
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| 95 |
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max_steps = 1000
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| 96 |
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eval_frequency = 200
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| 97 |
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frozen_components = []
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| 98 |
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annotating_components = []
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| 99 |
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before_to_disk = null
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| 100 |
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before_update = null
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| 101 |
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| 102 |
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[training.batcher]
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| 103 |
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@batchers = "spacy.batch_by_padded.v1"
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discard_oversize = true
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| 105 |
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size = 2000
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| 106 |
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buffer = 256
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| 107 |
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get_length = null
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[training.logger]
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| 110 |
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@loggers = "spacy.ConsoleLogger.v1"
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| 111 |
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progress_bar = false
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[training.optimizer]
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| 114 |
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@optimizers = "Adam.v1"
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beta1 = 0.9
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beta2 = 0.999
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L2_is_weight_decay = true
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L2 = 0.01
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grad_clip = 1.0
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use_averages = false
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eps = 0.00000001
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| 123 |
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[training.optimizer.learn_rate]
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@schedules = "warmup_linear.v1"
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warmup_steps = 250
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total_steps = 20000
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| 127 |
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initial_rate = 0.00005
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| 128 |
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| 129 |
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[training.score_weights]
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| 130 |
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ents_f = 1.0
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| 131 |
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ents_p = 0.0
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| 132 |
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ents_r = 0.0
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| 133 |
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ents_per_type = null
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| 134 |
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| 135 |
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[pretraining]
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| 136 |
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| 137 |
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[initialize]
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| 138 |
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vectors = ${paths.vectors}
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| 139 |
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init_tok2vec = ${paths.init_tok2vec}
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| 140 |
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vocab_data = null
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| 141 |
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lookups = null
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| 142 |
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before_init = null
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| 143 |
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after_init = null
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| 144 |
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| 145 |
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[initialize.components]
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| 146 |
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| 147 |
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[initialize.tokenizer]
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en_JobDesc_pipeline-any-py3-none-any.whl
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:f8b9e93a4b5de02c415766b1d6bf91ebfa177ec05fdc866842fad29c7b96dafa
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size 406160942
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meta.json
ADDED
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@@ -0,0 +1,78 @@
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{
|
| 2 |
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"lang":"en",
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| 3 |
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"name":"JobDesc_pipeline",
|
| 4 |
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"version":"0.0.0",
|
| 5 |
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"description":"",
|
| 6 |
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"author":"",
|
| 7 |
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"email":"",
|
| 8 |
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"url":"",
|
| 9 |
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"license":"",
|
| 10 |
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"spacy_version":">=3.7.2,<3.8.0",
|
| 11 |
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"spacy_git_version":"a89eae928",
|
| 12 |
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"vectors":{
|
| 13 |
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"width":0,
|
| 14 |
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"vectors":0,
|
| 15 |
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"keys":0,
|
| 16 |
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"name":null
|
| 17 |
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},
|
| 18 |
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"labels":{
|
| 19 |
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"transformer":[
|
| 20 |
+
|
| 21 |
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],
|
| 22 |
+
"ner":[
|
| 23 |
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"EXPERIENCE",
|
| 24 |
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"QUALIFICATION",
|
| 25 |
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"ROLES",
|
| 26 |
+
"SKILLS",
|
| 27 |
+
"TITLE"
|
| 28 |
+
]
|
| 29 |
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},
|
| 30 |
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"pipeline":[
|
| 31 |
+
"transformer",
|
| 32 |
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"ner"
|
| 33 |
+
],
|
| 34 |
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"components":[
|
| 35 |
+
"transformer",
|
| 36 |
+
"ner"
|
| 37 |
+
],
|
| 38 |
+
"disabled":[
|
| 39 |
+
|
| 40 |
+
],
|
| 41 |
+
"performance":{
|
| 42 |
+
"ents_f":0.8929292929,
|
| 43 |
+
"ents_p":0.9094650206,
|
| 44 |
+
"ents_r":0.876984127,
|
| 45 |
+
"ents_per_type":{
|
| 46 |
+
"TITLE":{
|
| 47 |
+
"p":0.9016393443,
|
| 48 |
+
"r":0.9649122807,
|
| 49 |
+
"f":0.9322033898
|
| 50 |
+
},
|
| 51 |
+
"ROLES":{
|
| 52 |
+
"p":0.9423076923,
|
| 53 |
+
"r":0.9245283019,
|
| 54 |
+
"f":0.9333333333
|
| 55 |
+
},
|
| 56 |
+
"SKILLS":{
|
| 57 |
+
"p":0.8867924528,
|
| 58 |
+
"r":0.7966101695,
|
| 59 |
+
"f":0.8392857143
|
| 60 |
+
},
|
| 61 |
+
"QUALIFICATION":{
|
| 62 |
+
"p":0.9375,
|
| 63 |
+
"r":1.0,
|
| 64 |
+
"f":0.9677419355
|
| 65 |
+
},
|
| 66 |
+
"EXPERIENCE":{
|
| 67 |
+
"p":1.0,
|
| 68 |
+
"r":0.8888888889,
|
| 69 |
+
"f":0.9411764706
|
| 70 |
+
}
|
| 71 |
+
},
|
| 72 |
+
"transformer_loss":4.3934552449,
|
| 73 |
+
"ner_loss":14366.0062501409
|
| 74 |
+
},
|
| 75 |
+
"requirements":[
|
| 76 |
+
"spacy-transformers>=1.3.4,<1.4.0"
|
| 77 |
+
]
|
| 78 |
+
}
|
ner/cfg
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"moves":null,
|
| 3 |
+
"update_with_oracle_cut_size":100,
|
| 4 |
+
"multitasks":[
|
| 5 |
+
|
| 6 |
+
],
|
| 7 |
+
"min_action_freq":1,
|
| 8 |
+
"learn_tokens":false,
|
| 9 |
+
"beam_width":1,
|
| 10 |
+
"beam_density":0.0,
|
| 11 |
+
"beam_update_prob":0.0,
|
| 12 |
+
"incorrect_spans_key":null
|
| 13 |
+
}
|
ner/model
ADDED
|
Binary file (232 kB). View file
|
|
|
ner/moves
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
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|
tokenizer
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
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[
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"\t",
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"\n",
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"\n\n",
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| 317 |
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| 333 |
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| 456 |
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| 457 |
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| 458 |
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+
"Doin\u2019",
|
| 486 |
+
"Dr",
|
| 487 |
+
"Dr.",
|
| 488 |
+
"Drive",
|
| 489 |
+
"E",
|
| 490 |
+
"E.G.",
|
| 491 |
+
"E.g",
|
| 492 |
+
"E.g.",
|
| 493 |
+
"ERC-20",
|
| 494 |
+
"ERC-721",
|
| 495 |
+
"ESS",
|
| 496 |
+
"ETL",
|
| 497 |
+
"EXPERIENCE",
|
| 498 |
+
"Ecosystem",
|
| 499 |
+
"Effective",
|
| 500 |
+
"Effectively",
|
| 501 |
+
"Encryption",
|
| 502 |
+
"End",
|
| 503 |
+
"Engage",
|
| 504 |
+
"Engineer",
|
| 505 |
+
"Engineering",
|
| 506 |
+
"Enjoy",
|
| 507 |
+
"Ensure",
|
| 508 |
+
"Environment",
|
| 509 |
+
"Environmental",
|
| 510 |
+
"Ethereum",
|
| 511 |
+
"Excellent",
|
| 512 |
+
"Exhibit",
|
| 513 |
+
"Experience",
|
| 514 |
+
"Experiment",
|
| 515 |
+
"Expertise",
|
| 516 |
+
"Express.js",
|
| 517 |
+
"Extensive",
|
| 518 |
+
"F",
|
| 519 |
+
"F.",
|
| 520 |
+
"Fabric",
|
| 521 |
+
"Facing",
|
| 522 |
+
"Familiarity",
|
| 523 |
+
"Familiarize",
|
| 524 |
+
"Feb",
|
| 525 |
+
"Feb.",
|
| 526 |
+
"February",
|
| 527 |
+
"Figma",
|
| 528 |
+
"Firebase",
|
| 529 |
+
"Firewall",
|
| 530 |
+
"Fla",
|
| 531 |
+
"Fla.",
|
| 532 |
+
"Flexible",
|
| 533 |
+
"Florida",
|
| 534 |
+
"Flutter",
|
| 535 |
+
"Focus",
|
| 536 |
+
"Foster",
|
| 537 |
+
"Francisco",
|
| 538 |
+
"Fraud",
|
| 539 |
+
"Friendly",
|
| 540 |
+
"Front",
|
| 541 |
+
"Frontend",
|
| 542 |
+
"Full",
|
| 543 |
+
"Fundamentals",
|
| 544 |
+
"G",
|
| 545 |
+
"GCP",
|
| 546 |
+
"Ga",
|
| 547 |
+
"Ga.",
|
| 548 |
+
"Game",
|
| 549 |
+
"Gen",
|
| 550 |
+
"Gen.",
|
| 551 |
+
"Georgia",
|
| 552 |
+
"Git",
|
| 553 |
+
"Git).Experience",
|
| 554 |
+
"Go",
|
| 555 |
+
"Goin",
|
| 556 |
+
"Goin'",
|
| 557 |
+
"Goin\u2019",
|
| 558 |
+
"Gon",
|
| 559 |
+
"Google",
|
| 560 |
+
"Got",
|
| 561 |
+
"Gov",
|
| 562 |
+
"Gov.",
|
| 563 |
+
"Graphic",
|
| 564 |
+
"Graphics",
|
| 565 |
+
"H",
|
| 566 |
+
"HR",
|
| 567 |
+
"HTML",
|
| 568 |
+
"HTTP",
|
| 569 |
+
"Had",
|
| 570 |
+
"Hadoop",
|
| 571 |
+
"Has",
|
| 572 |
+
"Have",
|
| 573 |
+
"Havin",
|
| 574 |
+
"Havin'",
|
| 575 |
+
"Havin\u2019",
|
| 576 |
+
"He",
|
| 577 |
+
"He's",
|
| 578 |
+
"He\u2019s",
|
| 579 |
+
"Hold",
|
| 580 |
+
"How",
|
| 581 |
+
"How's",
|
| 582 |
+
"How\u2019s",
|
| 583 |
+
"Human",
|
| 584 |
+
"Hunting",
|
| 585 |
+
"Hyperledger",
|
| 586 |
+
"I",
|
| 587 |
+
"I.E.",
|
| 588 |
+
"I.e",
|
| 589 |
+
"I.e.",
|
| 590 |
+
"IEM",
|
| 591 |
+
"ION",
|
| 592 |
+
"ISM",
|
| 593 |
+
"ISTQB",
|
| 594 |
+
"IT",
|
| 595 |
+
"Ia",
|
| 596 |
+
"Ia.",
|
| 597 |
+
"Id",
|
| 598 |
+
"Id.",
|
| 599 |
+
"Idaho",
|
| 600 |
+
"Identity",
|
| 601 |
+
"If",
|
| 602 |
+
"Ill",
|
| 603 |
+
"Ill.",
|
| 604 |
+
"Illinois",
|
| 605 |
+
"Implement",
|
| 606 |
+
"In",
|
| 607 |
+
"Inc",
|
| 608 |
+
"Inc.",
|
| 609 |
+
"Incident",
|
| 610 |
+
"Ind",
|
| 611 |
+
"Ind.",
|
| 612 |
+
"Independent",
|
| 613 |
+
"Indiana",
|
| 614 |
+
"Information",
|
| 615 |
+
"Infrastructure",
|
| 616 |
+
"Integrate",
|
| 617 |
+
"Integration",
|
| 618 |
+
"Intelligence",
|
| 619 |
+
"Interaction",
|
| 620 |
+
"Intrusion",
|
| 621 |
+
"Iowa",
|
| 622 |
+
"Is",
|
| 623 |
+
"Issues",
|
| 624 |
+
"It",
|
| 625 |
+
"It's",
|
| 626 |
+
"It\u2019s",
|
| 627 |
+
"J",
|
| 628 |
+
"JAX",
|
| 629 |
+
"JSON",
|
| 630 |
+
"Jan",
|
| 631 |
+
"Jan.",
|
| 632 |
+
"January",
|
| 633 |
+
"Java",
|
| 634 |
+
"JavaScript",
|
| 635 |
+
"Jenkins",
|
| 636 |
+
"Jira",
|
| 637 |
+
"Job",
|
| 638 |
+
"Join",
|
| 639 |
+
"Jr",
|
| 640 |
+
"Jr.",
|
| 641 |
+
"Jul",
|
| 642 |
+
"Jul.",
|
| 643 |
+
"July",
|
| 644 |
+
"Jun",
|
| 645 |
+
"Jun.",
|
| 646 |
+
"June",
|
| 647 |
+
"K",
|
| 648 |
+
"K.",
|
| 649 |
+
"Kan",
|
| 650 |
+
"Kan.",
|
| 651 |
+
"Kans",
|
| 652 |
+
"Kans.",
|
| 653 |
+
"Kansas",
|
| 654 |
+
"Keep",
|
| 655 |
+
"Kentucky",
|
| 656 |
+
"Kit",
|
| 657 |
+
"Knowledge",
|
| 658 |
+
"Kotlin",
|
| 659 |
+
"Kubernetes",
|
| 660 |
+
"Ky",
|
| 661 |
+
"Ky.",
|
| 662 |
+
"L",
|
| 663 |
+
"LES",
|
| 664 |
+
"LESS",
|
| 665 |
+
"LLS",
|
| 666 |
+
"La",
|
| 667 |
+
"La.",
|
| 668 |
+
"Language",
|
| 669 |
+
"Lead",
|
| 670 |
+
"Learning",
|
| 671 |
+
"Lecturer",
|
| 672 |
+
"Let",
|
| 673 |
+
"Let's",
|
| 674 |
+
"Let\u2019s",
|
| 675 |
+
"Libraries",
|
| 676 |
+
"Linux",
|
| 677 |
+
"Location",
|
| 678 |
+
"Louisiana",
|
| 679 |
+
"Lovin",
|
| 680 |
+
"Lovin'",
|
| 681 |
+
"Lovin\u2019",
|
| 682 |
+
"Ltd",
|
| 683 |
+
"Ltd.",
|
| 684 |
+
"M",
|
| 685 |
+
"ML",
|
| 686 |
+
"MLOps",
|
| 687 |
+
"Ma'am",
|
| 688 |
+
"Machine",
|
| 689 |
+
"Malware",
|
| 690 |
+
"Management",
|
| 691 |
+
"Manager",
|
| 692 |
+
"Managers",
|
| 693 |
+
"Manual",
|
| 694 |
+
"Mar",
|
| 695 |
+
"Mar.",
|
| 696 |
+
"March",
|
| 697 |
+
"Mass",
|
| 698 |
+
"Mass.",
|
| 699 |
+
"Massachusetts",
|
| 700 |
+
"Master",
|
| 701 |
+
"Mathematics",
|
| 702 |
+
"May",
|
| 703 |
+
"Ma\u2019am",
|
| 704 |
+
"Md",
|
| 705 |
+
"Md.",
|
| 706 |
+
"Mechanical",
|
| 707 |
+
"Mentor",
|
| 708 |
+
"Mentorship",
|
| 709 |
+
"Messrs",
|
| 710 |
+
"Messrs.",
|
| 711 |
+
"Methodology",
|
| 712 |
+
"Mich",
|
| 713 |
+
"Mich.",
|
| 714 |
+
"Michigan",
|
| 715 |
+
"Might",
|
| 716 |
+
"Migration",
|
| 717 |
+
"Minimum",
|
| 718 |
+
"Minn",
|
| 719 |
+
"Minn.",
|
| 720 |
+
"Minnesota",
|
| 721 |
+
"Miss",
|
| 722 |
+
"Miss.",
|
| 723 |
+
"Mississippi",
|
| 724 |
+
"Mo",
|
| 725 |
+
"Mo.",
|
| 726 |
+
"Mobile",
|
| 727 |
+
"Modeling",
|
| 728 |
+
"MongoDB",
|
| 729 |
+
"Monitor",
|
| 730 |
+
"Monitoring",
|
| 731 |
+
"Mont",
|
| 732 |
+
"Mont.",
|
| 733 |
+
"Mount",
|
| 734 |
+
"Mr",
|
| 735 |
+
"Mr.",
|
| 736 |
+
"Mrs",
|
| 737 |
+
"Mrs.",
|
| 738 |
+
"Ms",
|
| 739 |
+
"Ms.",
|
| 740 |
+
"Mt",
|
| 741 |
+
"Mt.",
|
| 742 |
+
"Must",
|
| 743 |
+
"MySQL",
|
| 744 |
+
"N",
|
| 745 |
+
"N.C.",
|
| 746 |
+
"N.D.",
|
| 747 |
+
"N.H.",
|
| 748 |
+
"N.J.",
|
| 749 |
+
"N.M.",
|
| 750 |
+
"N.Y.",
|
| 751 |
+
"NCE",
|
| 752 |
+
"NLP",
|
| 753 |
+
"Native",
|
| 754 |
+
"Natural",
|
| 755 |
+
"Neb",
|
| 756 |
+
"Neb.",
|
| 757 |
+
"Nebr",
|
| 758 |
+
"Nebr.",
|
| 759 |
+
"Nebraska",
|
| 760 |
+
"Need",
|
| 761 |
+
"Network",
|
| 762 |
+
"Nev",
|
| 763 |
+
"Nev.",
|
| 764 |
+
"Nevada",
|
| 765 |
+
"New Hampshire",
|
| 766 |
+
"New Jersey",
|
| 767 |
+
"New Mexico",
|
| 768 |
+
"New York",
|
| 769 |
+
"NoSQL",
|
| 770 |
+
"Node.js",
|
| 771 |
+
"North Carolina",
|
| 772 |
+
"North Dakota",
|
| 773 |
+
"Not",
|
| 774 |
+
"Nothin",
|
| 775 |
+
"Nothin'",
|
| 776 |
+
"Nothin\u2019",
|
| 777 |
+
"Nov",
|
| 778 |
+
"Nov.",
|
| 779 |
+
"November",
|
| 780 |
+
"Nuthin",
|
| 781 |
+
"Nuthin'",
|
| 782 |
+
"Nuthin\u2019",
|
| 783 |
+
"O",
|
| 784 |
+
"O'clock",
|
| 785 |
+
"O.O",
|
| 786 |
+
"O.o",
|
| 787 |
+
"O_O",
|
| 788 |
+
"O_o",
|
| 789 |
+
"Oct",
|
| 790 |
+
"Oct.",
|
| 791 |
+
"October",
|
| 792 |
+
"Offer",
|
| 793 |
+
"Okla",
|
| 794 |
+
"Okla.",
|
| 795 |
+
"Oklahoma",
|
| 796 |
+
"Ol",
|
| 797 |
+
"Ol'",
|
| 798 |
+
"Ol\u2019",
|
| 799 |
+
"Operating",
|
| 800 |
+
"Opportunities",
|
| 801 |
+
"Ops",
|
| 802 |
+
"Optimization",
|
| 803 |
+
"Optimize",
|
| 804 |
+
"Oracle",
|
| 805 |
+
"Ore",
|
| 806 |
+
"Ore.",
|
| 807 |
+
"Oregon",
|
| 808 |
+
"Ought",
|
| 809 |
+
"Overview",
|
| 810 |
+
"O\u2019clock",
|
| 811 |
+
"P",
|
| 812 |
+
"PHP",
|
| 813 |
+
"PIs",
|
| 814 |
+
"PMP",
|
| 815 |
+
"PNs",
|
| 816 |
+
"Pa",
|
| 817 |
+
"Pa.",
|
| 818 |
+
"Package",
|
| 819 |
+
"Participate",
|
| 820 |
+
"Participation",
|
| 821 |
+
"Passion",
|
| 822 |
+
"Penetration",
|
| 823 |
+
"Pennsylvania",
|
| 824 |
+
"Performance",
|
| 825 |
+
"Ph",
|
| 826 |
+
"Ph.D.",
|
| 827 |
+
"PhD",
|
| 828 |
+
"Physics",
|
| 829 |
+
"Planning",
|
| 830 |
+
"Platform",
|
| 831 |
+
"Platforms",
|
| 832 |
+
"Please",
|
| 833 |
+
"Possess",
|
| 834 |
+
"PostgreSQL",
|
| 835 |
+
"Power",
|
| 836 |
+
"PowerShell",
|
| 837 |
+
"Practices",
|
| 838 |
+
"Preprocessors",
|
| 839 |
+
"Previous",
|
| 840 |
+
"Prioritize",
|
| 841 |
+
"Processing",
|
| 842 |
+
"Product",
|
| 843 |
+
"Prof",
|
| 844 |
+
"Prof.",
|
| 845 |
+
"Professional",
|
| 846 |
+
"Professor",
|
| 847 |
+
"Proficiency",
|
| 848 |
+
"Proficient",
|
| 849 |
+
"Programming",
|
| 850 |
+
"Project",
|
| 851 |
+
"Prototyping",
|
| 852 |
+
"Proven",
|
| 853 |
+
"Provide",
|
| 854 |
+
"Publications",
|
| 855 |
+
"PyTorch",
|
| 856 |
+
"Python",
|
| 857 |
+
"Q",
|
| 858 |
+
"QA",
|
| 859 |
+
"QUALIFICATION",
|
| 860 |
+
"Qualification",
|
| 861 |
+
"Qualifications",
|
| 862 |
+
"Quality",
|
| 863 |
+
"R",
|
| 864 |
+
"R.",
|
| 865 |
+
"RESTful",
|
| 866 |
+
"ROLES",
|
| 867 |
+
"ROOT",
|
| 868 |
+
"ROS",
|
| 869 |
+
"Rails",
|
| 870 |
+
"React",
|
| 871 |
+
"React.js",
|
| 872 |
+
"Reality",
|
| 873 |
+
"Recommendation",
|
| 874 |
+
"Recovery",
|
| 875 |
+
"Reinforcement",
|
| 876 |
+
"Relevant",
|
| 877 |
+
"Rep",
|
| 878 |
+
"Rep.",
|
| 879 |
+
"Reports",
|
| 880 |
+
"Required",
|
| 881 |
+
"Research",
|
| 882 |
+
"Respond",
|
| 883 |
+
"Response",
|
| 884 |
+
"Responsibilities",
|
| 885 |
+
"Responsive",
|
| 886 |
+
"Reusable",
|
| 887 |
+
"Rev",
|
| 888 |
+
"Rev.",
|
| 889 |
+
"Robot",
|
| 890 |
+
"Robotics",
|
| 891 |
+
"Roles",
|
| 892 |
+
"Ruby",
|
| 893 |
+
"RxJS",
|
| 894 |
+
"S",
|
| 895 |
+
"S.C.",
|
| 896 |
+
"SIEM",
|
| 897 |
+
"SKILLS",
|
| 898 |
+
"SON",
|
| 899 |
+
"SQL",
|
| 900 |
+
"SSP",
|
| 901 |
+
"Salary",
|
| 902 |
+
"San",
|
| 903 |
+
"Sass",
|
| 904 |
+
"Science",
|
| 905 |
+
"Scientist",
|
| 906 |
+
"ScientistWe",
|
| 907 |
+
"Scripting",
|
| 908 |
+
"Scrum",
|
| 909 |
+
"Security",
|
| 910 |
+
"Security+",
|
| 911 |
+
"Seeking",
|
| 912 |
+
"Selenium",
|
| 913 |
+
"Sen",
|
| 914 |
+
"Sen.",
|
| 915 |
+
"Senior",
|
| 916 |
+
"Sensor",
|
| 917 |
+
"Sep",
|
| 918 |
+
"Sep.",
|
| 919 |
+
"Sept",
|
| 920 |
+
"Sept.",
|
| 921 |
+
"September",
|
| 922 |
+
"Server",
|
| 923 |
+
"Serverless",
|
| 924 |
+
"Sha",
|
| 925 |
+
"She",
|
| 926 |
+
"She's",
|
| 927 |
+
"She\u2019s",
|
| 928 |
+
"Should",
|
| 929 |
+
"Sketch",
|
| 930 |
+
"Skills",
|
| 931 |
+
"Smart",
|
| 932 |
+
"Software",
|
| 933 |
+
"Solid",
|
| 934 |
+
"Solidity",
|
| 935 |
+
"Solutions",
|
| 936 |
+
"Somethin",
|
| 937 |
+
"Somethin'",
|
| 938 |
+
"Somethin\u2019",
|
| 939 |
+
"South Carolina",
|
| 940 |
+
"Spark",
|
| 941 |
+
"Spring",
|
| 942 |
+
"St",
|
| 943 |
+
"St.",
|
| 944 |
+
"Stack",
|
| 945 |
+
"Stakeholder",
|
| 946 |
+
"Standards",
|
| 947 |
+
"Statistical",
|
| 948 |
+
"Statistics",
|
| 949 |
+
"Stay",
|
| 950 |
+
"Strong",
|
| 951 |
+
"Successful",
|
| 952 |
+
"Summary",
|
| 953 |
+
"Supportive",
|
| 954 |
+
"Swift",
|
| 955 |
+
"System",
|
| 956 |
+
"Systems",
|
| 957 |
+
"T",
|
| 958 |
+
"TIA",
|
| 959 |
+
"TITLE",
|
| 960 |
+
"TLE",
|
| 961 |
+
"TML",
|
| 962 |
+
"TQB",
|
| 963 |
+
"TTP",
|
| 964 |
+
"Tableau",
|
| 965 |
+
"Task",
|
| 966 |
+
"Teaching",
|
| 967 |
+
"Technical",
|
| 968 |
+
"Technologies",
|
| 969 |
+
"Technology",
|
| 970 |
+
"Tenn",
|
| 971 |
+
"Tenn.",
|
| 972 |
+
"Tennessee",
|
| 973 |
+
"TensorFlow",
|
| 974 |
+
"Terraform",
|
| 975 |
+
"Test",
|
| 976 |
+
"Tester",
|
| 977 |
+
"Testing",
|
| 978 |
+
"That",
|
| 979 |
+
"That's",
|
| 980 |
+
"That\u2019s",
|
| 981 |
+
"The",
|
| 982 |
+
"There",
|
| 983 |
+
"There's",
|
| 984 |
+
"There\u2019s",
|
| 985 |
+
"These",
|
| 986 |
+
"They",
|
| 987 |
+
"This",
|
| 988 |
+
"This's",
|
| 989 |
+
"This\u2019s",
|
| 990 |
+
"Those",
|
| 991 |
+
"Threat",
|
| 992 |
+
"Thrive",
|
| 993 |
+
"Title",
|
| 994 |
+
"To",
|
| 995 |
+
"Tracking",
|
| 996 |
+
"Troubleshoot",
|
| 997 |
+
"Tuning",
|
| 998 |
+
"TypeScript",
|
| 999 |
+
"Typography",
|
| 1000 |
+
"U",
|
| 1001 |
+
"UI",
|
| 1002 |
+
"UX",
|
| 1003 |
+
"Understand",
|
| 1004 |
+
"Understanding",
|
| 1005 |
+
"Unity",
|
| 1006 |
+
"Unity3D",
|
| 1007 |
+
"Unreal",
|
| 1008 |
+
"Up",
|
| 1009 |
+
"User",
|
| 1010 |
+
"Utilize",
|
| 1011 |
+
"V",
|
| 1012 |
+
"V.V",
|
| 1013 |
+
"VMware",
|
| 1014 |
+
"VPNs",
|
| 1015 |
+
"V_V",
|
| 1016 |
+
"Va",
|
| 1017 |
+
"Va.",
|
| 1018 |
+
"Version",
|
| 1019 |
+
"Virginia",
|
| 1020 |
+
"Virtualization",
|
| 1021 |
+
"Vision",
|
| 1022 |
+
"Visualization",
|
| 1023 |
+
"Vue.js",
|
| 1024 |
+
"W",
|
| 1025 |
+
"Warehousing",
|
| 1026 |
+
"Was",
|
| 1027 |
+
"Wash",
|
| 1028 |
+
"Wash.",
|
| 1029 |
+
"Washington",
|
| 1030 |
+
"We",
|
| 1031 |
+
"Web",
|
| 1032 |
+
"Were",
|
| 1033 |
+
"What",
|
| 1034 |
+
"What's",
|
| 1035 |
+
"What\u2019s",
|
| 1036 |
+
"When",
|
| 1037 |
+
"When's",
|
| 1038 |
+
"When\u2019s",
|
| 1039 |
+
"Where",
|
| 1040 |
+
"Where's",
|
| 1041 |
+
"Where\u2019s",
|
| 1042 |
+
"Who",
|
| 1043 |
+
"Who's",
|
| 1044 |
+
"Who\u2019s",
|
| 1045 |
+
"Why",
|
| 1046 |
+
"Why's",
|
| 1047 |
+
"Why\u2019s",
|
| 1048 |
+
"Windows",
|
| 1049 |
+
"Wireframing",
|
| 1050 |
+
"Wis",
|
| 1051 |
+
"Wis.",
|
| 1052 |
+
"Wisconsin",
|
| 1053 |
+
"Wo",
|
| 1054 |
+
"WordPress",
|
| 1055 |
+
"Wordpress",
|
| 1056 |
+
"Work",
|
| 1057 |
+
"Would",
|
| 1058 |
+
"Write",
|
| 1059 |
+
"X'x",
|
| 1060 |
+
"X'xxxx",
|
| 1061 |
+
"X++",
|
| 1062 |
+
"X.",
|
| 1063 |
+
"X.X",
|
| 1064 |
+
"X.X.",
|
| 1065 |
+
"X.x",
|
| 1066 |
+
"X.x.",
|
| 1067 |
+
"XD",
|
| 1068 |
+
"XDD",
|
| 1069 |
+
"XX",
|
| 1070 |
+
"XXX",
|
| 1071 |
+
"XXX-dd",
|
| 1072 |
+
"XXX-ddd",
|
| 1073 |
+
"XXXX",
|
| 1074 |
+
"XXXXxxx",
|
| 1075 |
+
"XXXx",
|
| 1076 |
+
"XXXxx",
|
| 1077 |
+
"XXxxx",
|
| 1078 |
+
"XXxxxx",
|
| 1079 |
+
"X_X",
|
| 1080 |
+
"X_x",
|
| 1081 |
+
"Xx",
|
| 1082 |
+
"Xx'",
|
| 1083 |
+
"Xx'x",
|
| 1084 |
+
"Xx'xx",
|
| 1085 |
+
"Xx.",
|
| 1086 |
+
"Xx.X.",
|
| 1087 |
+
"XxX",
|
| 1088 |
+
"XxXX",
|
| 1089 |
+
"XxXXX",
|
| 1090 |
+
"XxXx",
|
| 1091 |
+
"XxXxxxx",
|
| 1092 |
+
"Xxx",
|
| 1093 |
+
"Xxx'x",
|
| 1094 |
+
"Xxx).Xxxxx",
|
| 1095 |
+
"Xxx.",
|
| 1096 |
+
"Xxx.xx",
|
| 1097 |
+
"XxxXxx",
|
| 1098 |
+
"Xxxx",
|
| 1099 |
+
"Xxxx'",
|
| 1100 |
+
"Xxxx'x",
|
| 1101 |
+
"Xxxx.",
|
| 1102 |
+
"Xxxx.xx",
|
| 1103 |
+
"XxxxXXX",
|
| 1104 |
+
"XxxxXxxxx",
|
| 1105 |
+
"Xxxxx",
|
| 1106 |
+
"Xxxxx'",
|
| 1107 |
+
"Xxxxx'x",
|
| 1108 |
+
"Xxxxx)Xxxx",
|
| 1109 |
+
"Xxxxx+",
|
| 1110 |
+
"Xxxxx.",
|
| 1111 |
+
"Xxxxx.xx",
|
| 1112 |
+
"XxxxxXX",
|
| 1113 |
+
"XxxxxXXX",
|
| 1114 |
+
"XxxxxXx",
|
| 1115 |
+
"XxxxxXxxx",
|
| 1116 |
+
"XxxxxXxxxx",
|
| 1117 |
+
"XxxxxdX",
|
| 1118 |
+
"Xxxxx\u2019",
|
| 1119 |
+
"Xxxxx\u2019x",
|
| 1120 |
+
"Xxxx\u2019",
|
| 1121 |
+
"Xxxx\u2019x",
|
| 1122 |
+
"Xxx\u2019x",
|
| 1123 |
+
"Xx\u2019",
|
| 1124 |
+
"Xx\u2019x",
|
| 1125 |
+
"Xx\u2019xx",
|
| 1126 |
+
"X\u2019x",
|
| 1127 |
+
"X\u2019xxxx",
|
| 1128 |
+
"Y",
|
| 1129 |
+
"You",
|
| 1130 |
+
"Your",
|
| 1131 |
+
"[",
|
| 1132 |
+
"[-:",
|
| 1133 |
+
"[:",
|
| 1134 |
+
"[=",
|
| 1135 |
+
"\\",
|
| 1136 |
+
"\\\")",
|
| 1137 |
+
"\\n",
|
| 1138 |
+
"\\t",
|
| 1139 |
+
"\\x",
|
| 1140 |
+
"]",
|
| 1141 |
+
"]=",
|
| 1142 |
+
"^",
|
| 1143 |
+
"^_^",
|
| 1144 |
+
"^__^",
|
| 1145 |
+
"^___^",
|
| 1146 |
+
"_*)",
|
| 1147 |
+
"_-)",
|
| 1148 |
+
"_.)",
|
| 1149 |
+
"_<)",
|
| 1150 |
+
"_^)",
|
| 1151 |
+
"__-",
|
| 1152 |
+
"__^",
|
| 1153 |
+
"_\u00ac)",
|
| 1154 |
+
"_\u0ca0)",
|
| 1155 |
+
"a",
|
| 1156 |
+
"a.",
|
| 1157 |
+
"a.m",
|
| 1158 |
+
"a.m.",
|
| 1159 |
+
"abilities",
|
| 1160 |
+
"ability",
|
| 1161 |
+
"about",
|
| 1162 |
+
"abreast",
|
| 1163 |
+
"academic",
|
| 1164 |
+
"access",
|
| 1165 |
+
"accuracy",
|
| 1166 |
+
"ace",
|
| 1167 |
+
"achieve",
|
| 1168 |
+
"ack",
|
| 1169 |
+
"acme",
|
| 1170 |
+
"across",
|
| 1171 |
+
"act",
|
| 1172 |
+
"actionable",
|
| 1173 |
+
"active",
|
| 1174 |
+
"actively",
|
| 1175 |
+
"activities",
|
| 1176 |
+
"acy",
|
| 1177 |
+
"address",
|
| 1178 |
+
"addressing",
|
| 1179 |
+
"ade",
|
| 1180 |
+
"adhere",
|
| 1181 |
+
"adherence",
|
| 1182 |
+
"adheres",
|
| 1183 |
+
"adhering",
|
| 1184 |
+
"adm",
|
| 1185 |
+
"adm.",
|
| 1186 |
+
"administration",
|
| 1187 |
+
"administrator",
|
| 1188 |
+
"adobe",
|
| 1189 |
+
"advancements",
|
| 1190 |
+
"ady",
|
| 1191 |
+
"age",
|
| 1192 |
+
"agenda",
|
| 1193 |
+
"agile",
|
| 1194 |
+
"ai",
|
| 1195 |
+
"ail",
|
| 1196 |
+
"ain",
|
| 1197 |
+
"ajax",
|
| 1198 |
+
"ak",
|
| 1199 |
+
"ak.",
|
| 1200 |
+
"ake",
|
| 1201 |
+
"ala",
|
| 1202 |
+
"ala.",
|
| 1203 |
+
"algorithm",
|
| 1204 |
+
"algorithms",
|
| 1205 |
+
"all",
|
| 1206 |
+
"along",
|
| 1207 |
+
"als",
|
| 1208 |
+
"aly",
|
| 1209 |
+
"am",
|
| 1210 |
+
"amazing",
|
| 1211 |
+
"ame",
|
| 1212 |
+
"among",
|
| 1213 |
+
"ams",
|
| 1214 |
+
"an",
|
| 1215 |
+
"an.",
|
| 1216 |
+
"analysis",
|
| 1217 |
+
"analyst",
|
| 1218 |
+
"analytical",
|
| 1219 |
+
"analytics",
|
| 1220 |
+
"analyze",
|
| 1221 |
+
"analyzing",
|
| 1222 |
+
"and",
|
| 1223 |
+
"and/or",
|
| 1224 |
+
"android",
|
| 1225 |
+
"android)join",
|
| 1226 |
+
"angular",
|
| 1227 |
+
"annotations",
|
| 1228 |
+
"anomaly",
|
| 1229 |
+
"ans",
|
| 1230 |
+
"ansible",
|
| 1231 |
+
"ant",
|
| 1232 |
+
"any",
|
| 1233 |
+
"apache",
|
| 1234 |
+
"ape",
|
| 1235 |
+
"apis",
|
| 1236 |
+
"app",
|
| 1237 |
+
"appealing",
|
| 1238 |
+
"application",
|
| 1239 |
+
"applications",
|
| 1240 |
+
"apply",
|
| 1241 |
+
"applying",
|
| 1242 |
+
"apr",
|
| 1243 |
+
"apr.",
|
| 1244 |
+
"ar",
|
| 1245 |
+
"ar.",
|
| 1246 |
+
"architect",
|
| 1247 |
+
"architecture",
|
| 1248 |
+
"architectures",
|
| 1249 |
+
"ard",
|
| 1250 |
+
"are",
|
| 1251 |
+
"arise",
|
| 1252 |
+
"ariz",
|
| 1253 |
+
"ariz.",
|
| 1254 |
+
"ark",
|
| 1255 |
+
"ark.",
|
| 1256 |
+
"arkit",
|
| 1257 |
+
"arn",
|
| 1258 |
+
"arrangements",
|
| 1259 |
+
"ars",
|
| 1260 |
+
"art",
|
| 1261 |
+
"artificial",
|
| 1262 |
+
"ary",
|
| 1263 |
+
"as",
|
| 1264 |
+
"ase",
|
| 1265 |
+
"ash",
|
| 1266 |
+
"ask",
|
| 1267 |
+
"aspirations",
|
| 1268 |
+
"ass",
|
| 1269 |
+
"assessments",
|
| 1270 |
+
"asset",
|
| 1271 |
+
"assistant",
|
| 1272 |
+
"assurance",
|
| 1273 |
+
"ast",
|
| 1274 |
+
"asynchronous",
|
| 1275 |
+
"at",
|
| 1276 |
+
"ata",
|
| 1277 |
+
"ate",
|
| 1278 |
+
"ats",
|
| 1279 |
+
"attention",
|
| 1280 |
+
"aud",
|
| 1281 |
+
"auditing",
|
| 1282 |
+
"audits",
|
| 1283 |
+
"aug",
|
| 1284 |
+
"aug.",
|
| 1285 |
+
"augmented",
|
| 1286 |
+
"automated",
|
| 1287 |
+
"ava",
|
| 1288 |
+
"ave",
|
| 1289 |
+
"aws",
|
| 1290 |
+
"azure",
|
| 1291 |
+
"b",
|
| 1292 |
+
"b.",
|
| 1293 |
+
"bachelor",
|
| 1294 |
+
"back",
|
| 1295 |
+
"background",
|
| 1296 |
+
"backup",
|
| 1297 |
+
"balance",
|
| 1298 |
+
"balancing",
|
| 1299 |
+
"base",
|
| 1300 |
+
"bash",
|
| 1301 |
+
"be",
|
| 1302 |
+
"because",
|
| 1303 |
+
"being",
|
| 1304 |
+
"benefit",
|
| 1305 |
+
"benefits",
|
| 1306 |
+
"ber",
|
| 1307 |
+
"best",
|
| 1308 |
+
"between",
|
| 1309 |
+
"bi",
|
| 1310 |
+
"big",
|
| 1311 |
+
"binance",
|
| 1312 |
+
"binding",
|
| 1313 |
+
"biology",
|
| 1314 |
+
"bit",
|
| 1315 |
+
"ble",
|
| 1316 |
+
"blockchain",
|
| 1317 |
+
"bonus",
|
| 1318 |
+
"boot",
|
| 1319 |
+
"bot",
|
| 1320 |
+
"both",
|
| 1321 |
+
"bottlenecks",
|
| 1322 |
+
"boundaries",
|
| 1323 |
+
"bout",
|
| 1324 |
+
"br.",
|
| 1325 |
+
"bridge",
|
| 1326 |
+
"bringing",
|
| 1327 |
+
"broader",
|
| 1328 |
+
"bros",
|
| 1329 |
+
"bros.",
|
| 1330 |
+
"browsers",
|
| 1331 |
+
"budget",
|
| 1332 |
+
"bug",
|
| 1333 |
+
"build",
|
| 1334 |
+
"building",
|
| 1335 |
+
"business",
|
| 1336 |
+
"but",
|
| 1337 |
+
"by",
|
| 1338 |
+
"c",
|
| 1339 |
+
"c'm",
|
| 1340 |
+
"c++",
|
| 1341 |
+
"c.",
|
| 1342 |
+
"ca",
|
| 1343 |
+
"cal",
|
| 1344 |
+
"calif",
|
| 1345 |
+
"calif.",
|
| 1346 |
+
"can",
|
| 1347 |
+
"candidate",
|
| 1348 |
+
"capabilities",
|
| 1349 |
+
"case",
|
| 1350 |
+
"cases",
|
| 1351 |
+
"cause",
|
| 1352 |
+
"ccsp",
|
| 1353 |
+
"cd",
|
| 1354 |
+
"ce>",
|
| 1355 |
+
"ced",
|
| 1356 |
+
"ceh",
|
| 1357 |
+
"centric",
|
| 1358 |
+
"certification",
|
| 1359 |
+
"certifications",
|
| 1360 |
+
"certified",
|
| 1361 |
+
"ces",
|
| 1362 |
+
"ch.",
|
| 1363 |
+
"chain",
|
| 1364 |
+
"challenges",
|
| 1365 |
+
"challenging",
|
| 1366 |
+
"champion",
|
| 1367 |
+
"chance",
|
| 1368 |
+
"che",
|
| 1369 |
+
"choices",
|
| 1370 |
+
"ci",
|
| 1371 |
+
"cism",
|
| 1372 |
+
"cissp",
|
| 1373 |
+
"cks",
|
| 1374 |
+
"cle",
|
| 1375 |
+
"clean",
|
| 1376 |
+
"clearly",
|
| 1377 |
+
"client",
|
| 1378 |
+
"clients",
|
| 1379 |
+
"closely",
|
| 1380 |
+
"cloud",
|
| 1381 |
+
"cloudformation",
|
| 1382 |
+
"cme",
|
| 1383 |
+
"co",
|
| 1384 |
+
"co.",
|
| 1385 |
+
"code",
|
| 1386 |
+
"codebase",
|
| 1387 |
+
"coding",
|
| 1388 |
+
"cohesive",
|
| 1389 |
+
"collaborate",
|
| 1390 |
+
"collaborating",
|
| 1391 |
+
"collaboration",
|
| 1392 |
+
"collaborative",
|
| 1393 |
+
"collaboratively",
|
| 1394 |
+
"colleagues",
|
| 1395 |
+
"collecting",
|
| 1396 |
+
"colo",
|
| 1397 |
+
"colo.",
|
| 1398 |
+
"combine",
|
| 1399 |
+
"come",
|
| 1400 |
+
"commensurate",
|
| 1401 |
+
"commitment",
|
| 1402 |
+
"commitments",
|
| 1403 |
+
"committee",
|
| 1404 |
+
"committees",
|
| 1405 |
+
"communicate",
|
| 1406 |
+
"communication",
|
| 1407 |
+
"community",
|
| 1408 |
+
"company",
|
| 1409 |
+
"compatibility",
|
| 1410 |
+
"competitive",
|
| 1411 |
+
"completion",
|
| 1412 |
+
"complex",
|
| 1413 |
+
"compliance",
|
| 1414 |
+
"components",
|
| 1415 |
+
"comprehensive",
|
| 1416 |
+
"comptia",
|
| 1417 |
+
"computer",
|
| 1418 |
+
"computing",
|
| 1419 |
+
"concept",
|
| 1420 |
+
"concepts",
|
| 1421 |
+
"concisely",
|
| 1422 |
+
"conduct",
|
| 1423 |
+
"conducting",
|
| 1424 |
+
"confidentiality",
|
| 1425 |
+
"configuration",
|
| 1426 |
+
"configuring",
|
| 1427 |
+
"conn",
|
| 1428 |
+
"conn.",
|
| 1429 |
+
"consensus",
|
| 1430 |
+
"consistency",
|
| 1431 |
+
"consistent",
|
| 1432 |
+
"constructive",
|
| 1433 |
+
"containerization",
|
| 1434 |
+
"continuous",
|
| 1435 |
+
"continuously",
|
| 1436 |
+
"contract",
|
| 1437 |
+
"contracts",
|
| 1438 |
+
"contribute",
|
| 1439 |
+
"contributing",
|
| 1440 |
+
"contributions",
|
| 1441 |
+
"control",
|
| 1442 |
+
"convey",
|
| 1443 |
+
"coordinate",
|
| 1444 |
+
"core",
|
| 1445 |
+
"corp",
|
| 1446 |
+
"corp.",
|
| 1447 |
+
"corporation",
|
| 1448 |
+
"cos",
|
| 1449 |
+
"could",
|
| 1450 |
+
"cover",
|
| 1451 |
+
"coz",
|
| 1452 |
+
"create",
|
| 1453 |
+
"creating",
|
| 1454 |
+
"creative",
|
| 1455 |
+
"cross",
|
| 1456 |
+
"crucial",
|
| 1457 |
+
"cryptography",
|
| 1458 |
+
"csp",
|
| 1459 |
+
"css",
|
| 1460 |
+
"ct.",
|
| 1461 |
+
"cts",
|
| 1462 |
+
"culture",
|
| 1463 |
+
"currency",
|
| 1464 |
+
"curriculum",
|
| 1465 |
+
"cus",
|
| 1466 |
+
"cutting",
|
| 1467 |
+
"cuz",
|
| 1468 |
+
"cybersecurity",
|
| 1469 |
+
"c\u2019m",
|
| 1470 |
+
"d",
|
| 1471 |
+
"d)",
|
| 1472 |
+
"d-",
|
| 1473 |
+
"d-)",
|
| 1474 |
+
"d-X",
|
| 1475 |
+
"d.",
|
| 1476 |
+
"d.c.",
|
| 1477 |
+
"d.d",
|
| 1478 |
+
"d.x",
|
| 1479 |
+
"dX",
|
| 1480 |
+
"d_d",
|
| 1481 |
+
"d_x",
|
| 1482 |
+
"dapps",
|
| 1483 |
+
"dare",
|
| 1484 |
+
"dashboards",
|
| 1485 |
+
"data",
|
| 1486 |
+
"database",
|
| 1487 |
+
"databases",
|
| 1488 |
+
"datasets",
|
| 1489 |
+
"date",
|
| 1490 |
+
"dd",
|
| 1491 |
+
"ddd",
|
| 1492 |
+
"ddx.x",
|
| 1493 |
+
"ddx.x.",
|
| 1494 |
+
"deadlines",
|
| 1495 |
+
"debug",
|
| 1496 |
+
"debugging",
|
| 1497 |
+
"dec",
|
| 1498 |
+
"dec.",
|
| 1499 |
+
"decentralized",
|
| 1500 |
+
"decision",
|
| 1501 |
+
"decisions",
|
| 1502 |
+
"dedicated",
|
| 1503 |
+
"deep",
|
| 1504 |
+
"defi",
|
| 1505 |
+
"define",
|
| 1506 |
+
"degree",
|
| 1507 |
+
"del",
|
| 1508 |
+
"del.",
|
| 1509 |
+
"delightful",
|
| 1510 |
+
"deliver",
|
| 1511 |
+
"delivery",
|
| 1512 |
+
"demonstrate",
|
| 1513 |
+
"demonstrated",
|
| 1514 |
+
"demonstrating",
|
| 1515 |
+
"department",
|
| 1516 |
+
"dependency",
|
| 1517 |
+
"deploy",
|
| 1518 |
+
"deploying",
|
| 1519 |
+
"deployment",
|
| 1520 |
+
"der",
|
| 1521 |
+
"derive",
|
| 1522 |
+
"design",
|
| 1523 |
+
"designer",
|
| 1524 |
+
"designers",
|
| 1525 |
+
"designerwe",
|
| 1526 |
+
"designing",
|
| 1527 |
+
"designs",
|
| 1528 |
+
"desire",
|
| 1529 |
+
"detail",
|
| 1530 |
+
"detection",
|
| 1531 |
+
"develop",
|
| 1532 |
+
"developer",
|
| 1533 |
+
"developing",
|
| 1534 |
+
"development",
|
| 1535 |
+
"developments",
|
| 1536 |
+
"devices",
|
| 1537 |
+
"devops",
|
| 1538 |
+
"dge",
|
| 1539 |
+
"did",
|
| 1540 |
+
"difference",
|
| 1541 |
+
"different",
|
| 1542 |
+
"digital",
|
| 1543 |
+
"directives",
|
| 1544 |
+
"directly",
|
| 1545 |
+
"director",
|
| 1546 |
+
"directory",
|
| 1547 |
+
"disciplinary",
|
| 1548 |
+
"distributed",
|
| 1549 |
+
"diverse",
|
| 1550 |
+
"django",
|
| 1551 |
+
"dly",
|
| 1552 |
+
"dm.",
|
| 1553 |
+
"do",
|
| 1554 |
+
"docker",
|
| 1555 |
+
"document",
|
| 1556 |
+
"does",
|
| 1557 |
+
"doin",
|
| 1558 |
+
"doin'",
|
| 1559 |
+
"doing",
|
| 1560 |
+
"doin\u2019",
|
| 1561 |
+
"dr",
|
| 1562 |
+
"dr.",
|
| 1563 |
+
"drive",
|
| 1564 |
+
"driven",
|
| 1565 |
+
"driving",
|
| 1566 |
+
"dx",
|
| 1567 |
+
"dx.x",
|
| 1568 |
+
"dx.x.",
|
| 1569 |
+
"dynamic",
|
| 1570 |
+
"e",
|
| 1571 |
+
"e's",
|
| 1572 |
+
"e.",
|
| 1573 |
+
"e.g",
|
| 1574 |
+
"e.g.",
|
| 1575 |
+
"eFi",
|
| 1576 |
+
"ead",
|
| 1577 |
+
"eal",
|
| 1578 |
+
"eam",
|
| 1579 |
+
"ean",
|
| 1580 |
+
"ear",
|
| 1581 |
+
"eat",
|
| 1582 |
+
"eau",
|
| 1583 |
+
"eb.",
|
| 1584 |
+
"ebr",
|
| 1585 |
+
"ec.",
|
| 1586 |
+
"ecosystem",
|
| 1587 |
+
"ect",
|
| 1588 |
+
"edge",
|
| 1589 |
+
"education",
|
| 1590 |
+
"educator",
|
| 1591 |
+
"eed",
|
| 1592 |
+
"een",
|
| 1593 |
+
"eep",
|
| 1594 |
+
"eer",
|
| 1595 |
+
"ees",
|
| 1596 |
+
"eet",
|
| 1597 |
+
"effective",
|
| 1598 |
+
"effectively",
|
| 1599 |
+
"efficiency",
|
| 1600 |
+
"efficient",
|
| 1601 |
+
"efforts",
|
| 1602 |
+
"efi",
|
| 1603 |
+
"egy",
|
| 1604 |
+
"el.",
|
| 1605 |
+
"eld",
|
| 1606 |
+
"elements",
|
| 1607 |
+
"elf",
|
| 1608 |
+
"ell",
|
| 1609 |
+
"elp",
|
| 1610 |
+
"els",
|
| 1611 |
+
"ely",
|
| 1612 |
+
"em",
|
| 1613 |
+
"eme",
|
| 1614 |
+
"emerging",
|
| 1615 |
+
"employee",
|
| 1616 |
+
"employment",
|
| 1617 |
+
"ems",
|
| 1618 |
+
"en",
|
| 1619 |
+
"en.",
|
| 1620 |
+
"enabling",
|
| 1621 |
+
"encourage",
|
| 1622 |
+
"encryption",
|
| 1623 |
+
"end",
|
| 1624 |
+
"enforcing",
|
| 1625 |
+
"engage",
|
| 1626 |
+
"engaging",
|
| 1627 |
+
"engineer",
|
| 1628 |
+
"engineering",
|
| 1629 |
+
"engineers",
|
| 1630 |
+
"engines",
|
| 1631 |
+
"enhance",
|
| 1632 |
+
"enhancement",
|
| 1633 |
+
"enhancing",
|
| 1634 |
+
"enjoy",
|
| 1635 |
+
"enn",
|
| 1636 |
+
"enough",
|
| 1637 |
+
"ensure",
|
| 1638 |
+
"ensuring",
|
| 1639 |
+
"ent",
|
| 1640 |
+
"entire",
|
| 1641 |
+
"environment",
|
| 1642 |
+
"environmental",
|
| 1643 |
+
"environments",
|
| 1644 |
+
"ep.",
|
| 1645 |
+
"ept",
|
| 1646 |
+
"equivalent",
|
| 1647 |
+
"erc-20",
|
| 1648 |
+
"erc-721",
|
| 1649 |
+
"ere",
|
| 1650 |
+
"ers",
|
| 1651 |
+
"ery",
|
| 1652 |
+
"ese",
|
| 1653 |
+
"ess",
|
| 1654 |
+
"essential",
|
| 1655 |
+
"est",
|
| 1656 |
+
"establishing",
|
| 1657 |
+
"esteemed",
|
| 1658 |
+
"etc",
|
| 1659 |
+
"ethereum",
|
| 1660 |
+
"etl",
|
| 1661 |
+
"ets",
|
| 1662 |
+
"ety",
|
| 1663 |
+
"eum",
|
| 1664 |
+
"ev.",
|
| 1665 |
+
"evaluate",
|
| 1666 |
+
"eve",
|
| 1667 |
+
"ever",
|
| 1668 |
+
"evolution",
|
| 1669 |
+
"evolving",
|
| 1670 |
+
"ews",
|
| 1671 |
+
"excellence",
|
| 1672 |
+
"excellent",
|
| 1673 |
+
"exciting",
|
| 1674 |
+
"exhibit",
|
| 1675 |
+
"existing",
|
| 1676 |
+
"expand",
|
| 1677 |
+
"expectations",
|
| 1678 |
+
"experience",
|
| 1679 |
+
"experience).If",
|
| 1680 |
+
"experience).if",
|
| 1681 |
+
"experienced",
|
| 1682 |
+
"experiences",
|
| 1683 |
+
"experiment",
|
| 1684 |
+
"experiments",
|
| 1685 |
+
"expertise",
|
| 1686 |
+
"express.js",
|
| 1687 |
+
"ext",
|
| 1688 |
+
"extensive",
|
| 1689 |
+
"extract",
|
| 1690 |
+
"extracting",
|
| 1691 |
+
"eys",
|
| 1692 |
+
"e\u2019s",
|
| 1693 |
+
"f",
|
| 1694 |
+
"f.",
|
| 1695 |
+
"fabric",
|
| 1696 |
+
"facilitate",
|
| 1697 |
+
"facing",
|
| 1698 |
+
"faculty",
|
| 1699 |
+
"familiarity",
|
| 1700 |
+
"familiarize",
|
| 1701 |
+
"feature",
|
| 1702 |
+
"features",
|
| 1703 |
+
"feb",
|
| 1704 |
+
"feb.",
|
| 1705 |
+
"feedback",
|
| 1706 |
+
"fellow",
|
| 1707 |
+
"fer",
|
| 1708 |
+
"field",
|
| 1709 |
+
"figma",
|
| 1710 |
+
"finance",
|
| 1711 |
+
"findings",
|
| 1712 |
+
"firebase",
|
| 1713 |
+
"firewall",
|
| 1714 |
+
"fit",
|
| 1715 |
+
"fla",
|
| 1716 |
+
"fla.",
|
| 1717 |
+
"flexibility",
|
| 1718 |
+
"flexible",
|
| 1719 |
+
"flutter",
|
| 1720 |
+
"focus",
|
| 1721 |
+
"following",
|
| 1722 |
+
"follows",
|
| 1723 |
+
"for",
|
| 1724 |
+
"forefront",
|
| 1725 |
+
"format",
|
| 1726 |
+
"forward",
|
| 1727 |
+
"foster",
|
| 1728 |
+
"fostering",
|
| 1729 |
+
"foundation",
|
| 1730 |
+
"framework",
|
| 1731 |
+
"frameworks",
|
| 1732 |
+
"francisco",
|
| 1733 |
+
"fraud",
|
| 1734 |
+
"friendly",
|
| 1735 |
+
"from",
|
| 1736 |
+
"front",
|
| 1737 |
+
"frontend",
|
| 1738 |
+
"ful",
|
| 1739 |
+
"full",
|
| 1740 |
+
"functional",
|
| 1741 |
+
"functionality",
|
| 1742 |
+
"functioning",
|
| 1743 |
+
"functions",
|
| 1744 |
+
"fundamentals",
|
| 1745 |
+
"funding",
|
| 1746 |
+
"future",
|
| 1747 |
+
"g",
|
| 1748 |
+
"g.",
|
| 1749 |
+
"ga",
|
| 1750 |
+
"ga.",
|
| 1751 |
+
"game",
|
| 1752 |
+
"games",
|
| 1753 |
+
"gaming",
|
| 1754 |
+
"gap",
|
| 1755 |
+
"gcp",
|
| 1756 |
+
"gen",
|
| 1757 |
+
"gen.",
|
| 1758 |
+
"generation",
|
| 1759 |
+
"ger",
|
| 1760 |
+
"ges",
|
| 1761 |
+
"get",
|
| 1762 |
+
"ght",
|
| 1763 |
+
"gic",
|
| 1764 |
+
"git",
|
| 1765 |
+
"git).experience",
|
| 1766 |
+
"gle",
|
| 1767 |
+
"gma",
|
| 1768 |
+
"gns",
|
| 1769 |
+
"go",
|
| 1770 |
+
"goals",
|
| 1771 |
+
"goin",
|
| 1772 |
+
"goin'",
|
| 1773 |
+
"going",
|
| 1774 |
+
"goin\u2019",
|
| 1775 |
+
"gon",
|
| 1776 |
+
"gonna",
|
| 1777 |
+
"google",
|
| 1778 |
+
"got",
|
| 1779 |
+
"gov",
|
| 1780 |
+
"gov.",
|
| 1781 |
+
"grade",
|
| 1782 |
+
"graphic",
|
| 1783 |
+
"graphics",
|
| 1784 |
+
"grow",
|
| 1785 |
+
"growing",
|
| 1786 |
+
"growth",
|
| 1787 |
+
"guidance",
|
| 1788 |
+
"h",
|
| 1789 |
+
"h.",
|
| 1790 |
+
"had",
|
| 1791 |
+
"hadoop",
|
| 1792 |
+
"handling",
|
| 1793 |
+
"hardware",
|
| 1794 |
+
"has",
|
| 1795 |
+
"hat",
|
| 1796 |
+
"have",
|
| 1797 |
+
"havin",
|
| 1798 |
+
"havin'",
|
| 1799 |
+
"having",
|
| 1800 |
+
"havin\u2019",
|
| 1801 |
+
"he",
|
| 1802 |
+
"he's",
|
| 1803 |
+
"healthcare",
|
| 1804 |
+
"healthy",
|
| 1805 |
+
"hear",
|
| 1806 |
+
"help",
|
| 1807 |
+
"hem",
|
| 1808 |
+
"hen",
|
| 1809 |
+
"her",
|
| 1810 |
+
"hey",
|
| 1811 |
+
"he\u2019s",
|
| 1812 |
+
"hic",
|
| 1813 |
+
"high",
|
| 1814 |
+
"higher",
|
| 1815 |
+
"highly",
|
| 1816 |
+
"hin",
|
| 1817 |
+
"hip",
|
| 1818 |
+
"hiring",
|
| 1819 |
+
"his",
|
| 1820 |
+
"hly",
|
| 1821 |
+
"hms",
|
| 1822 |
+
"hold",
|
| 1823 |
+
"hon",
|
| 1824 |
+
"how",
|
| 1825 |
+
"how's",
|
| 1826 |
+
"how\u2019s",
|
| 1827 |
+
"hr",
|
| 1828 |
+
"html",
|
| 1829 |
+
"hts",
|
| 1830 |
+
"http",
|
| 1831 |
+
"human",
|
| 1832 |
+
"hunting",
|
| 1833 |
+
"hyperledger",
|
| 1834 |
+
"hypotheses",
|
| 1835 |
+
"hypothesis",
|
| 1836 |
+
"i",
|
| 1837 |
+
"i.",
|
| 1838 |
+
"i.e",
|
| 1839 |
+
"i.e.",
|
| 1840 |
+
"iOS",
|
| 1841 |
+
"ia",
|
| 1842 |
+
"ia.",
|
| 1843 |
+
"ial",
|
| 1844 |
+
"ich",
|
| 1845 |
+
"ics",
|
| 1846 |
+
"id",
|
| 1847 |
+
"id.",
|
| 1848 |
+
"ide",
|
| 1849 |
+
"ideal",
|
| 1850 |
+
"identify",
|
| 1851 |
+
"identifying",
|
| 1852 |
+
"identity",
|
| 1853 |
+
"ied",
|
| 1854 |
+
"iem",
|
| 1855 |
+
"ies",
|
| 1856 |
+
"iew",
|
| 1857 |
+
"if",
|
| 1858 |
+
"if.",
|
| 1859 |
+
"ife",
|
| 1860 |
+
"ift",
|
| 1861 |
+
"ify",
|
| 1862 |
+
"igh",
|
| 1863 |
+
"ign",
|
| 1864 |
+
"ike",
|
| 1865 |
+
"ild",
|
| 1866 |
+
"ile",
|
| 1867 |
+
"ill",
|
| 1868 |
+
"ill.",
|
| 1869 |
+
"ils",
|
| 1870 |
+
"impact",
|
| 1871 |
+
"impactful",
|
| 1872 |
+
"implement",
|
| 1873 |
+
"implementation",
|
| 1874 |
+
"implementing",
|
| 1875 |
+
"improvement",
|
| 1876 |
+
"improvements",
|
| 1877 |
+
"in",
|
| 1878 |
+
"in'",
|
| 1879 |
+
"inc",
|
| 1880 |
+
"inc.",
|
| 1881 |
+
"incident",
|
| 1882 |
+
"incidents",
|
| 1883 |
+
"include",
|
| 1884 |
+
"including",
|
| 1885 |
+
"ind",
|
| 1886 |
+
"ind.",
|
| 1887 |
+
"independent",
|
| 1888 |
+
"independently",
|
| 1889 |
+
"industry",
|
| 1890 |
+
"ine",
|
| 1891 |
+
"inform",
|
| 1892 |
+
"information",
|
| 1893 |
+
"informed",
|
| 1894 |
+
"infrastructure",
|
| 1895 |
+
"ing",
|
| 1896 |
+
"initiation",
|
| 1897 |
+
"injection",
|
| 1898 |
+
"inn",
|
| 1899 |
+
"innovation",
|
| 1900 |
+
"innovative",
|
| 1901 |
+
"ins",
|
| 1902 |
+
"insightful",
|
| 1903 |
+
"insights",
|
| 1904 |
+
"inspiring",
|
| 1905 |
+
"institutional",
|
| 1906 |
+
"integrate",
|
| 1907 |
+
"integration",
|
| 1908 |
+
"integrity",
|
| 1909 |
+
"intellectual",
|
| 1910 |
+
"intelligence",
|
| 1911 |
+
"interaction",
|
| 1912 |
+
"interactions",
|
| 1913 |
+
"interactive",
|
| 1914 |
+
"interface",
|
| 1915 |
+
"interfaces",
|
| 1916 |
+
"interpreting",
|
| 1917 |
+
"into",
|
| 1918 |
+
"intrusion",
|
| 1919 |
+
"intuitive",
|
| 1920 |
+
"invite",
|
| 1921 |
+
"involves",
|
| 1922 |
+
"involving",
|
| 1923 |
+
"in\u2019",
|
| 1924 |
+
"ion",
|
| 1925 |
+
"ior",
|
| 1926 |
+
"ios",
|
| 1927 |
+
"ips",
|
| 1928 |
+
"ipt",
|
| 1929 |
+
"ira",
|
| 1930 |
+
"ird",
|
| 1931 |
+
"ire",
|
| 1932 |
+
"is",
|
| 1933 |
+
"is.",
|
| 1934 |
+
"ise",
|
| 1935 |
+
"ish",
|
| 1936 |
+
"ism",
|
| 1937 |
+
"iss",
|
| 1938 |
+
"issues",
|
| 1939 |
+
"ist",
|
| 1940 |
+
"istqb",
|
| 1941 |
+
"it",
|
| 1942 |
+
"it's",
|
| 1943 |
+
"ite",
|
| 1944 |
+
"ith",
|
| 1945 |
+
"its",
|
| 1946 |
+
"ity",
|
| 1947 |
+
"it\u2019s",
|
| 1948 |
+
"ium",
|
| 1949 |
+
"ive",
|
| 1950 |
+
"iz.",
|
| 1951 |
+
"ize",
|
| 1952 |
+
"j",
|
| 1953 |
+
"j.",
|
| 1954 |
+
"jan",
|
| 1955 |
+
"jan.",
|
| 1956 |
+
"java",
|
| 1957 |
+
"javascript",
|
| 1958 |
+
"jax",
|
| 1959 |
+
"jenkins",
|
| 1960 |
+
"jira",
|
| 1961 |
+
"job",
|
| 1962 |
+
"join",
|
| 1963 |
+
"journals",
|
| 1964 |
+
"joy",
|
| 1965 |
+
"jr",
|
| 1966 |
+
"jr.",
|
| 1967 |
+
"json",
|
| 1968 |
+
"jul",
|
| 1969 |
+
"jul.",
|
| 1970 |
+
"jun",
|
| 1971 |
+
"jun.",
|
| 1972 |
+
"junior",
|
| 1973 |
+
"k",
|
| 1974 |
+
"k.",
|
| 1975 |
+
"kan",
|
| 1976 |
+
"kan.",
|
| 1977 |
+
"kans",
|
| 1978 |
+
"kans.",
|
| 1979 |
+
"keep",
|
| 1980 |
+
"ken",
|
| 1981 |
+
"ker",
|
| 1982 |
+
"key",
|
| 1983 |
+
"kit",
|
| 1984 |
+
"kla",
|
| 1985 |
+
"knowledge",
|
| 1986 |
+
"kotlin",
|
| 1987 |
+
"kubernetes",
|
| 1988 |
+
"kup",
|
| 1989 |
+
"ky",
|
| 1990 |
+
"ky.",
|
| 1991 |
+
"l",
|
| 1992 |
+
"l.",
|
| 1993 |
+
"la",
|
| 1994 |
+
"la.",
|
| 1995 |
+
"landscape",
|
| 1996 |
+
"language",
|
| 1997 |
+
"languages",
|
| 1998 |
+
"lar",
|
| 1999 |
+
"large",
|
| 2000 |
+
"latest",
|
| 2001 |
+
"laws",
|
| 2002 |
+
"lay",
|
| 2003 |
+
"layman",
|
| 2004 |
+
"lds",
|
| 2005 |
+
"lead",
|
| 2006 |
+
"leaders",
|
| 2007 |
+
"leadership",
|
| 2008 |
+
"leading",
|
| 2009 |
+
"learn",
|
| 2010 |
+
"learning",
|
| 2011 |
+
"lecturer",
|
| 2012 |
+
"lectures",
|
| 2013 |
+
"led",
|
| 2014 |
+
"ledger",
|
| 2015 |
+
"lem",
|
| 2016 |
+
"les",
|
| 2017 |
+
"less",
|
| 2018 |
+
"let",
|
| 2019 |
+
"let's",
|
| 2020 |
+
"letter",
|
| 2021 |
+
"let\u2019s",
|
| 2022 |
+
"level",
|
| 2023 |
+
"leveraging",
|
| 2024 |
+
"lex",
|
| 2025 |
+
"libraries",
|
| 2026 |
+
"lid",
|
| 2027 |
+
"lif",
|
| 2028 |
+
"life",
|
| 2029 |
+
"lifecycle",
|
| 2030 |
+
"like",
|
| 2031 |
+
"limited",
|
| 2032 |
+
"lin",
|
| 2033 |
+
"linux",
|
| 2034 |
+
"lio",
|
| 2035 |
+
"ll",
|
| 2036 |
+
"ll.",
|
| 2037 |
+
"lls",
|
| 2038 |
+
"lly",
|
| 2039 |
+
"lo.",
|
| 2040 |
+
"location",
|
| 2041 |
+
"looking",
|
| 2042 |
+
"lop",
|
| 2043 |
+
"lor",
|
| 2044 |
+
"love",
|
| 2045 |
+
"lovin",
|
| 2046 |
+
"lovin'",
|
| 2047 |
+
"loving",
|
| 2048 |
+
"lovin\u2019",
|
| 2049 |
+
"low",
|
| 2050 |
+
"loy",
|
| 2051 |
+
"ltd",
|
| 2052 |
+
"ltd.",
|
| 2053 |
+
"lts",
|
| 2054 |
+
"lty",
|
| 2055 |
+
"lum",
|
| 2056 |
+
"lus",
|
| 2057 |
+
"lve",
|
| 2058 |
+
"m",
|
| 2059 |
+
"m.",
|
| 2060 |
+
"ma'am",
|
| 2061 |
+
"machine",
|
| 2062 |
+
"madam",
|
| 2063 |
+
"maintain",
|
| 2064 |
+
"maintainability",
|
| 2065 |
+
"maintainable",
|
| 2066 |
+
"maintaining",
|
| 2067 |
+
"make",
|
| 2068 |
+
"making",
|
| 2069 |
+
"mal",
|
| 2070 |
+
"malware",
|
| 2071 |
+
"man",
|
| 2072 |
+
"manage",
|
| 2073 |
+
"management",
|
| 2074 |
+
"manager",
|
| 2075 |
+
"managers",
|
| 2076 |
+
"managing",
|
| 2077 |
+
"manual",
|
| 2078 |
+
"mar",
|
| 2079 |
+
"mar.",
|
| 2080 |
+
"mass",
|
| 2081 |
+
"mass.",
|
| 2082 |
+
"master",
|
| 2083 |
+
"mat",
|
| 2084 |
+
"mathematics",
|
| 2085 |
+
"may",
|
| 2086 |
+
"ma\u2019am",
|
| 2087 |
+
"md",
|
| 2088 |
+
"md.",
|
| 2089 |
+
"meaningful",
|
| 2090 |
+
"measures",
|
| 2091 |
+
"mechanical",
|
| 2092 |
+
"mechanisms",
|
| 2093 |
+
"med",
|
| 2094 |
+
"meet",
|
| 2095 |
+
"meeting",
|
| 2096 |
+
"member",
|
| 2097 |
+
"members",
|
| 2098 |
+
"mentor",
|
| 2099 |
+
"mentoring",
|
| 2100 |
+
"mentorship",
|
| 2101 |
+
"mes",
|
| 2102 |
+
"messrs",
|
| 2103 |
+
"messrs.",
|
| 2104 |
+
"methodology",
|
| 2105 |
+
"mic",
|
| 2106 |
+
"mich",
|
| 2107 |
+
"mich.",
|
| 2108 |
+
"microservices",
|
| 2109 |
+
"might",
|
| 2110 |
+
"migrate",
|
| 2111 |
+
"migration",
|
| 2112 |
+
"millions",
|
| 2113 |
+
"mindset",
|
| 2114 |
+
"minimum",
|
| 2115 |
+
"minn",
|
| 2116 |
+
"minn.",
|
| 2117 |
+
"miss",
|
| 2118 |
+
"miss.",
|
| 2119 |
+
"mit",
|
| 2120 |
+
"mitigate",
|
| 2121 |
+
"ml",
|
| 2122 |
+
"mlops",
|
| 2123 |
+
"mo",
|
| 2124 |
+
"mo.",
|
| 2125 |
+
"mobile",
|
| 2126 |
+
"model",
|
| 2127 |
+
"modeling",
|
| 2128 |
+
"models",
|
| 2129 |
+
"mongodb",
|
| 2130 |
+
"monitor",
|
| 2131 |
+
"monitoring",
|
| 2132 |
+
"mont",
|
| 2133 |
+
"mont.",
|
| 2134 |
+
"more",
|
| 2135 |
+
"motivated",
|
| 2136 |
+
"mr",
|
| 2137 |
+
"mr.",
|
| 2138 |
+
"mrs",
|
| 2139 |
+
"mrs.",
|
| 2140 |
+
"ms",
|
| 2141 |
+
"ms.",
|
| 2142 |
+
"mt",
|
| 2143 |
+
"mt.",
|
| 2144 |
+
"multiple",
|
| 2145 |
+
"mum",
|
| 2146 |
+
"must",
|
| 2147 |
+
"mysql",
|
| 2148 |
+
"n",
|
| 2149 |
+
"n's",
|
| 2150 |
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"n't",
|
| 2151 |
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"n.",
|
| 2152 |
+
"n.c.",
|
| 2153 |
+
"n.d.",
|
| 2154 |
+
"n.h.",
|
| 2155 |
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"n.j.",
|
| 2156 |
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"n.m.",
|
| 2157 |
+
"n.y.",
|
| 2158 |
+
"na",
|
| 2159 |
+
"nal",
|
| 2160 |
+
"native",
|
| 2161 |
+
"natural",
|
| 2162 |
+
"nc.",
|
| 2163 |
+
"nce",
|
| 2164 |
+
"ncy",
|
| 2165 |
+
"nd.",
|
| 2166 |
+
"nda",
|
| 2167 |
+
"nds",
|
| 2168 |
+
"neb",
|
| 2169 |
+
"neb.",
|
| 2170 |
+
"nebr",
|
| 2171 |
+
"nebr.",
|
| 2172 |
+
"need",
|
| 2173 |
+
"ner",
|
| 2174 |
+
"nes",
|
| 2175 |
+
"network",
|
| 2176 |
+
"networks",
|
| 2177 |
+
"nev",
|
| 2178 |
+
"nev.",
|
| 2179 |
+
"new",
|
| 2180 |
+
"next",
|
| 2181 |
+
"ngo",
|
| 2182 |
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"ngs",
|
| 2183 |
+
"nlp",
|
| 2184 |
+
"nn.",
|
| 2185 |
+
"node.js",
|
| 2186 |
+
"non",
|
| 2187 |
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"nosql",
|
| 2188 |
+
"not",
|
| 2189 |
+
"nothin",
|
| 2190 |
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"nothin'",
|
| 2191 |
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|
| 2192 |
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|
| 2193 |
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|
| 2194 |
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|
| 2195 |
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"now",
|
| 2196 |
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"ns.",
|
| 2197 |
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"nse",
|
| 2198 |
+
"nt",
|
| 2199 |
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"nt.",
|
| 2200 |
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"nto",
|
| 2201 |
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"nts",
|
| 2202 |
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"nuff",
|
| 2203 |
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|
| 2204 |
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|
| 2205 |
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"nuthin'",
|
| 2206 |
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|
| 2207 |
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"nux",
|
| 2208 |
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|
| 2209 |
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"n\u2019t",
|
| 2210 |
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"o",
|
| 2211 |
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"o'clock",
|
| 2212 |
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"o's",
|
| 2213 |
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"o.",
|
| 2214 |
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"o.0",
|
| 2215 |
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"o.O",
|
| 2216 |
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"o.o",
|
| 2217 |
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"oDB",
|
| 2218 |
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"o_0",
|
| 2219 |
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"o_O",
|
| 2220 |
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"o_o",
|
| 2221 |
+
"obe",
|
| 2222 |
+
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|
| 2223 |
+
"ock",
|
| 2224 |
+
"oct",
|
| 2225 |
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"oct.",
|
| 2226 |
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"odb",
|
| 2227 |
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"ode",
|
| 2228 |
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"oes",
|
| 2229 |
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"of",
|
| 2230 |
+
"of.",
|
| 2231 |
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"offer",
|
| 2232 |
+
"offers",
|
| 2233 |
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"ogy",
|
| 2234 |
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"oid",
|
| 2235 |
+
"oin",
|
| 2236 |
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"okla",
|
| 2237 |
+
"okla.",
|
| 2238 |
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"ol",
|
| 2239 |
+
"ol'",
|
| 2240 |
+
"old",
|
| 2241 |
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"ole",
|
| 2242 |
+
"olo",
|
| 2243 |
+
"ols",
|
| 2244 |
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"ol\u2019",
|
| 2245 |
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"on",
|
| 2246 |
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"onboarding",
|
| 2247 |
+
"ond",
|
| 2248 |
+
"one",
|
| 2249 |
+
"ong",
|
| 2250 |
+
"onn",
|
| 2251 |
+
"ons",
|
| 2252 |
+
"ont",
|
| 2253 |
+
"oop",
|
| 2254 |
+
"oot",
|
| 2255 |
+
"operating",
|
| 2256 |
+
"operations",
|
| 2257 |
+
"opportunities",
|
| 2258 |
+
"opportunity",
|
| 2259 |
+
"ops",
|
| 2260 |
+
"optimal",
|
| 2261 |
+
"optimization",
|
| 2262 |
+
"optimize",
|
| 2263 |
+
"optimizing",
|
| 2264 |
+
"or",
|
| 2265 |
+
"oracle",
|
| 2266 |
+
"orchestration",
|
| 2267 |
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"ord",
|
| 2268 |
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"ore",
|
| 2269 |
+
"ore.",
|
| 2270 |
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"organization",
|
| 2271 |
+
"organizational",
|
| 2272 |
+
"organized",
|
| 2273 |
+
"ork",
|
| 2274 |
+
"orm",
|
| 2275 |
+
"orp",
|
| 2276 |
+
"ors",
|
| 2277 |
+
"ory",
|
| 2278 |
+
"os.",
|
| 2279 |
+
"ose",
|
| 2280 |
+
"oss",
|
| 2281 |
+
"ote",
|
| 2282 |
+
"oth",
|
| 2283 |
+
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|
| 2284 |
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"oud",
|
| 2285 |
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"ought",
|
| 2286 |
+
"our",
|
| 2287 |
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"ous",
|
| 2288 |
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"out",
|
| 2289 |
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"ov.",
|
| 2290 |
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"ove",
|
| 2291 |
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"overall",
|
| 2292 |
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"overview",
|
| 2293 |
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"ows",
|
| 2294 |
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"o\u2019clock",
|
| 2295 |
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"o\u2019s",
|
| 2296 |
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"p",
|
| 2297 |
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"p.",
|
| 2298 |
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"p.m",
|
| 2299 |
+
"p.m.",
|
| 2300 |
+
"pa",
|
| 2301 |
+
"pa.",
|
| 2302 |
+
"package",
|
| 2303 |
+
"part",
|
| 2304 |
+
"participate",
|
| 2305 |
+
"participation",
|
| 2306 |
+
"parts",
|
| 2307 |
+
"party",
|
| 2308 |
+
"passion",
|
| 2309 |
+
"passionate",
|
| 2310 |
+
"patterns",
|
| 2311 |
+
"penetration",
|
| 2312 |
+
"per",
|
| 2313 |
+
"performance",
|
| 2314 |
+
"performant",
|
| 2315 |
+
"personal",
|
| 2316 |
+
"ph",
|
| 2317 |
+
"ph.d.",
|
| 2318 |
+
"phd",
|
| 2319 |
+
"php",
|
| 2320 |
+
"phy",
|
| 2321 |
+
"physics",
|
| 2322 |
+
"pipelines",
|
| 2323 |
+
"pis",
|
| 2324 |
+
"planning",
|
| 2325 |
+
"platform",
|
| 2326 |
+
"platforms",
|
| 2327 |
+
"play",
|
| 2328 |
+
"ple",
|
| 2329 |
+
"please",
|
| 2330 |
+
"plus",
|
| 2331 |
+
"ply",
|
| 2332 |
+
"pm",
|
| 2333 |
+
"pmp",
|
| 2334 |
+
"pns",
|
| 2335 |
+
"points",
|
| 2336 |
+
"policies",
|
| 2337 |
+
"policymakers",
|
| 2338 |
+
"portfolio",
|
| 2339 |
+
"position",
|
| 2340 |
+
"possess",
|
| 2341 |
+
"possessing",
|
| 2342 |
+
"possible",
|
| 2343 |
+
"postgraduate",
|
| 2344 |
+
"postgresql",
|
| 2345 |
+
"power",
|
| 2346 |
+
"powerful",
|
| 2347 |
+
"powershell",
|
| 2348 |
+
"pps",
|
| 2349 |
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| 2364 |
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| 2386 |
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| 2813 |
+
"why's",
|
| 2814 |
+
"why\u2019s",
|
| 2815 |
+
"will",
|
| 2816 |
+
"windows",
|
| 2817 |
+
"wireframing",
|
| 2818 |
+
"wis",
|
| 2819 |
+
"wis.",
|
| 2820 |
+
"with",
|
| 2821 |
+
"within",
|
| 2822 |
+
"without",
|
| 2823 |
+
"wo",
|
| 2824 |
+
"wordpress",
|
| 2825 |
+
"work",
|
| 2826 |
+
"workflows",
|
| 2827 |
+
"working",
|
| 2828 |
+
"world",
|
| 2829 |
+
"worlds",
|
| 2830 |
+
"would",
|
| 2831 |
+
"write",
|
| 2832 |
+
"wth",
|
| 2833 |
+
"w\u2019s",
|
| 2834 |
+
"x",
|
| 2835 |
+
"x'",
|
| 2836 |
+
"x'x",
|
| 2837 |
+
"x'xxxx",
|
| 2838 |
+
"x++",
|
| 2839 |
+
"x.",
|
| 2840 |
+
"x.X",
|
| 2841 |
+
"x.d",
|
| 2842 |
+
"x.x",
|
| 2843 |
+
"x.x.",
|
| 2844 |
+
"x/x",
|
| 2845 |
+
"xD",
|
| 2846 |
+
"xDD",
|
| 2847 |
+
"xJS",
|
| 2848 |
+
"xX",
|
| 2849 |
+
"xXX",
|
| 2850 |
+
"x_X",
|
| 2851 |
+
"x_d",
|
| 2852 |
+
"x_x",
|
| 2853 |
+
"xd",
|
| 2854 |
+
"xdd",
|
| 2855 |
+
"xjs",
|
| 2856 |
+
"xx",
|
| 2857 |
+
"xx'",
|
| 2858 |
+
"xx'x",
|
| 2859 |
+
"xx'xx",
|
| 2860 |
+
"xx.",
|
| 2861 |
+
"xx.x.",
|
| 2862 |
+
"xxx",
|
| 2863 |
+
"xxx'x",
|
| 2864 |
+
"xxx).xxxx",
|
| 2865 |
+
"xxx-dd",
|
| 2866 |
+
"xxx-ddd",
|
| 2867 |
+
"xxx.xx",
|
| 2868 |
+
"xxx/xx",
|
| 2869 |
+
"xxxx",
|
| 2870 |
+
"xxxx'",
|
| 2871 |
+
"xxxx'x",
|
| 2872 |
+
"xxxx).Xx",
|
| 2873 |
+
"xxxx).xx",
|
| 2874 |
+
"xxxx)xxxx",
|
| 2875 |
+
"xxxx+",
|
| 2876 |
+
"xxxx.xx",
|
| 2877 |
+
"xxxxdx",
|
| 2878 |
+
"xxxx\u2019",
|
| 2879 |
+
"xxxx\u2019x",
|
| 2880 |
+
"xxx\u2019x",
|
| 2881 |
+
"xx\u2019",
|
| 2882 |
+
"xx\u2019x",
|
| 2883 |
+
"xx\u2019xx",
|
| 2884 |
+
"x\u2019",
|
| 2885 |
+
"x\u2019x",
|
| 2886 |
+
"x\u2019xxxx",
|
| 2887 |
+
"x\ufe35x",
|
| 2888 |
+
"y",
|
| 2889 |
+
"y'",
|
| 2890 |
+
"y's",
|
| 2891 |
+
"y.",
|
| 2892 |
+
"y3D",
|
| 2893 |
+
"y3d",
|
| 2894 |
+
"years",
|
| 2895 |
+
"yee",
|
| 2896 |
+
"you",
|
| 2897 |
+
"your",
|
| 2898 |
+
"yourself",
|
| 2899 |
+
"yst",
|
| 2900 |
+
"yze",
|
| 2901 |
+
"y\u2019",
|
| 2902 |
+
"y\u2019s",
|
| 2903 |
+
"z",
|
| 2904 |
+
"z.",
|
| 2905 |
+
"zed",
|
| 2906 |
+
"zes",
|
| 2907 |
+
"|",
|
| 2908 |
+
"}",
|
| 2909 |
+
"\u00a0",
|
| 2910 |
+
"\u00ac",
|
| 2911 |
+
"\u00ac_\u00ac",
|
| 2912 |
+
"\u00af",
|
| 2913 |
+
"\u00af\\(x)/\u00af",
|
| 2914 |
+
"\u00af\\(\u30c4)/\u00af",
|
| 2915 |
+
"\u00b0",
|
| 2916 |
+
"\u00b0C.",
|
| 2917 |
+
"\u00b0F.",
|
| 2918 |
+
"\u00b0K.",
|
| 2919 |
+
"\u00b0X.",
|
| 2920 |
+
"\u00b0c.",
|
| 2921 |
+
"\u00b0f.",
|
| 2922 |
+
"\u00b0k.",
|
| 2923 |
+
"\u00b0x.",
|
| 2924 |
+
"\u00e4",
|
| 2925 |
+
"\u00e4.",
|
| 2926 |
+
"\u00f6",
|
| 2927 |
+
"\u00f6.",
|
| 2928 |
+
"\u00fc",
|
| 2929 |
+
"\u00fc.",
|
| 2930 |
+
"\u0ca0",
|
| 2931 |
+
"\u0ca0_\u0ca0",
|
| 2932 |
+
"\u0ca0\ufe35\u0ca0",
|
| 2933 |
+
"\u2013",
|
| 2934 |
+
"\u2014",
|
| 2935 |
+
"\u2018",
|
| 2936 |
+
"\u2018S",
|
| 2937 |
+
"\u2018X",
|
| 2938 |
+
"\u2018s",
|
| 2939 |
+
"\u2018x",
|
| 2940 |
+
"\u2019",
|
| 2941 |
+
"\u2019-(",
|
| 2942 |
+
"\u2019-)",
|
| 2943 |
+
"\u2019Cause",
|
| 2944 |
+
"\u2019Cos",
|
| 2945 |
+
"\u2019Coz",
|
| 2946 |
+
"\u2019Cuz",
|
| 2947 |
+
"\u2019S",
|
| 2948 |
+
"\u2019X",
|
| 2949 |
+
"\u2019Xxx",
|
| 2950 |
+
"\u2019Xxxxx",
|
| 2951 |
+
"\u2019am",
|
| 2952 |
+
"\u2019bout",
|
| 2953 |
+
"\u2019cause",
|
| 2954 |
+
"\u2019cos",
|
| 2955 |
+
"\u2019coz",
|
| 2956 |
+
"\u2019cuz",
|
| 2957 |
+
"\u2019d",
|
| 2958 |
+
"\u2019em",
|
| 2959 |
+
"\u2019ll",
|
| 2960 |
+
"\u2019m",
|
| 2961 |
+
"\u2019nuff",
|
| 2962 |
+
"\u2019re",
|
| 2963 |
+
"\u2019s",
|
| 2964 |
+
"\u2019ve",
|
| 2965 |
+
"\u2019x",
|
| 2966 |
+
"\u2019xx",
|
| 2967 |
+
"\u2019xxx",
|
| 2968 |
+
"\u2019xxxx",
|
| 2969 |
+
"\u2019y",
|
| 2970 |
+
"\u2019\u2019",
|
| 2971 |
+
"\u2501",
|
| 2972 |
+
"\u253b",
|
| 2973 |
+
"\u253b\u2501\u253b",
|
| 2974 |
+
"\u256f",
|
| 2975 |
+
"\u25a1",
|
| 2976 |
+
"\ufe35",
|
| 2977 |
+
"\uff09"
|
| 2978 |
+
]
|
vocab/vectors
ADDED
|
Binary file (128 Bytes). View file
|
|
|
vocab/vectors.cfg
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"mode":"default"
|
| 3 |
+
}
|