DrSyedFaizan commited on Feb 16, 2025

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f8ba4a6

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1 Parent(s): cc1fd35

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label_encoder.pkl +3 -0
logs/events.out.tfevents.1739705623.697d7dc81256.424.0 +3 -0
patient_model/config.json +70 -0
patient_model/model.safetensors +3 -0
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patient_model/tokenizer_config.json +59 -0
patient_model/training_args.bin +3 -0
patient_model/vocab.txt +0 -0
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wandb/latest-run/files/output.log ADDED Viewed

	@@ -0,0 +1,179 @@

+Classification Report:
+                                       precision    recall  f1-score   support
+          Acute Myocardial Infarction       1.00      1.00      1.00        44
+                  Acute Renal Failure       1.00      1.00      1.00        59
+                               Asthma       1.00      1.00      1.00        53
+             Cerebrovascular Accident       1.00      1.00      1.00        46
+               Chronic Kidney Disease       1.00      1.00      1.00        57
+Chronic Obstructive Pulmonary Disease       1.00      1.00      1.00        54
+         Community-Acquired Pneumonia       1.00      1.00      1.00        43
+             Congestive Heart Failure       1.00      1.00      1.00        53
+                 Deep Vein Thrombosis       1.00      1.00      1.00        56
+      Gastroesophageal Reflux Disease       1.00      1.00      1.00        37
+                         Hypertension       1.00      1.00      1.00        44
+                      Liver Cirrhosis       1.00      1.00      1.00        44
+                 Peptic Ulcer Disease       1.00      1.00      1.00        56
+                   Pulmonary Embolism       1.00      1.00      1.00        51
+                 Rheumatoid Arthritis       1.00      1.00      1.00        50
+                               Sepsis       1.00      1.00      1.00        46
+                         Septic Shock       1.00      1.00      1.00        48
+                               Stroke       1.00      1.00      1.00        52
+             Type 2 Diabetes Mellitus       1.00      1.00      1.00        62
+              Urinary Tract Infection       1.00      1.00      1.00        45
+                             accuracy                           1.00      1000
+                            macro avg       1.00      1.00      1.00      1000
+                         weighted avg       1.00      1.00      1.00      1000
+Classification Report:
+                                       precision    recall  f1-score   support
+          Acute Myocardial Infarction       1.00      1.00      1.00        44
+                  Acute Renal Failure       1.00      1.00      1.00        59
+                               Asthma       1.00      1.00      1.00        53
+             Cerebrovascular Accident       1.00      1.00      1.00        46
+               Chronic Kidney Disease       1.00      1.00      1.00        57
+Chronic Obstructive Pulmonary Disease       1.00      1.00      1.00        54
+         Community-Acquired Pneumonia       1.00      1.00      1.00        43
+             Congestive Heart Failure       1.00      1.00      1.00        53
+                 Deep Vein Thrombosis       1.00      1.00      1.00        56
+      Gastroesophageal Reflux Disease       1.00      1.00      1.00        37
+                         Hypertension       1.00      1.00      1.00        44
+                      Liver Cirrhosis       1.00      1.00      1.00        44
+                 Peptic Ulcer Disease       1.00      1.00      1.00        56
+                   Pulmonary Embolism       1.00      1.00      1.00        51
+                 Rheumatoid Arthritis       1.00      1.00      1.00        50
+                               Sepsis       1.00      1.00      1.00        46
+                         Septic Shock       1.00      1.00      1.00        48
+                               Stroke       1.00      1.00      1.00        52
+             Type 2 Diabetes Mellitus       1.00      1.00      1.00        62
+              Urinary Tract Infection       1.00      1.00      1.00        45
+                             accuracy                           1.00      1000
+                            macro avg       1.00      1.00      1.00      1000
+                         weighted avg       1.00      1.00      1.00      1000
+Collecting fastapi
+  Downloading fastapi-0.115.8-py3-none-any.whl.metadata (27 kB)
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+  Downloading uvicorn-0.34.0-py3-none-any.whl.metadata (6.5 kB)
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+Requirement already satisfied: typing-extensions>=4.8.0 in /usr/local/lib/python3.11/dist-packages (from fastapi) (4.12.2)
+Requirement already satisfied: click>=7.0 in /usr/local/lib/python3.11/dist-packages (from uvicorn) (8.1.8)
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+Requirement already satisfied: pydantic-core==2.27.2 in /usr/local/lib/python3.11/dist-packages (from pydantic!=1.8,!=1.8.1,!=2.0.0,!=2.0.1,!=2.1.0,<3.0.0,>=1.7.4->fastapi) (2.27.2)
+Requirement already satisfied: anyio<5,>=3.6.2 in /usr/local/lib/python3.11/dist-packages (from starlette<0.46.0,>=0.40.0->fastapi) (3.7.1)
+Requirement already satisfied: idna>=2.8 in /usr/local/lib/python3.11/dist-packages (from anyio<5,>=3.6.2->starlette<0.46.0,>=0.40.0->fastapi) (3.10)
+Requirement already satisfied: sniffio>=1.1 in /usr/local/lib/python3.11/dist-packages (from anyio<5,>=3.6.2->starlette<0.46.0,>=0.40.0->fastapi) (1.3.1)
+Downloading fastapi-0.115.8-py3-none-any.whl (94 kB)
+[2K   [90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━[0m [32m94.8/94.8 kB[0m [31m4.8 MB/s[0m eta [36m0:00:00[0m
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+[?25hInstalling collected packages: uvicorn, starlette, fastapi
+Successfully installed fastapi-0.115.8 starlette-0.45.3 uvicorn-0.34.0
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+[?25hInstalling collected packages: PyPDF2
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+[0m[31mERROR: No matching distribution found for io[0m[31m
+[0mRequirement already satisfied: PyPDF2 in /usr/local/lib/python3.11/dist-packages (3.0.1)
+ERROR:fastapi:Form data requires "python-multipart" to be installed.
+You can install "python-multipart" with:
+pip install python-multipart
+Collecting python-multipart
+  Downloading python_multipart-0.0.20-py3-none-any.whl.metadata (1.8 kB)
+Downloading python_multipart-0.0.20-py3-none-any.whl (24 kB)
+Installing collected packages: python-multipart
+Successfully installed python-multipart-0.0.20
+Requirement already satisfied: nest_asyncio in /usr/local/lib/python3.11/dist-packages (1.6.0)
+Collecting pyngrok
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+Requirement already satisfied: PyYAML>=5.1 in /usr/local/lib/python3.11/dist-packages (from pyngrok) (6.0.2)
+Downloading pyngrok-7.2.3-py3-none-any.whl (23 kB)
+Installing collected packages: pyngrok
+Successfully installed pyngrok-7.2.3
+Requirement already satisfied: fastapi in /usr/local/lib/python3.11/dist-packages (0.115.8)
+Requirement already satisfied: uvicorn in /usr/local/lib/python3.11/dist-packages (0.34.0)
+Requirement already satisfied: jinja2 in /usr/local/lib/python3.11/dist-packages (3.1.5)
+Requirement already satisfied: python-multipart in /usr/local/lib/python3.11/dist-packages (0.0.20)
+Requirement already satisfied: PyPDF2 in /usr/local/lib/python3.11/dist-packages (3.0.1)
+Requirement already satisfied: pydantic in /usr/local/lib/python3.11/dist-packages (2.10.6)
+Requirement already satisfied: nest_asyncio in /usr/local/lib/python3.11/dist-packages (1.6.0)
+Requirement already satisfied: pyngrok in /usr/local/lib/python3.11/dist-packages (7.2.3)
+Requirement already satisfied: starlette<0.46.0,>=0.40.0 in /usr/local/lib/python3.11/dist-packages (from fastapi) (0.45.3)
+Requirement already satisfied: typing-extensions>=4.8.0 in /usr/local/lib/python3.11/dist-packages (from fastapi) (4.12.2)
+Requirement already satisfied: click>=7.0 in /usr/local/lib/python3.11/dist-packages (from uvicorn) (8.1.8)
+Requirement already satisfied: h11>=0.8 in /usr/local/lib/python3.11/dist-packages (from uvicorn) (0.14.0)
+Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.11/dist-packages (from jinja2) (3.0.2)
+Requirement already satisfied: annotated-types>=0.6.0 in /usr/local/lib/python3.11/dist-packages (from pydantic) (0.7.0)
+Requirement already satisfied: pydantic-core==2.27.2 in /usr/local/lib/python3.11/dist-packages (from pydantic) (2.27.2)
+Requirement already satisfied: PyYAML>=5.1 in /usr/local/lib/python3.11/dist-packages (from pyngrok) (6.0.2)
+Requirement already satisfied: anyio<5,>=3.6.2 in /usr/local/lib/python3.11/dist-packages (from starlette<0.46.0,>=0.40.0->fastapi) (3.7.1)
+Requirement already satisfied: idna>=2.8 in /usr/local/lib/python3.11/dist-packages (from anyio<5,>=3.6.2->starlette<0.46.0,>=0.40.0->fastapi) (3.10)
+Requirement already satisfied: sniffio>=1.1 in /usr/local/lib/python3.11/dist-packages (from anyio<5,>=3.6.2->starlette<0.46.0,>=0.40.0->fastapi) (1.3.1)
+  adding: content/ (stored 0%)
+ERROR:pyngrok.process.ngrok:t=2025-02-16T12:08:19+0000 lvl=eror msg="failed to reconnect session" obj=tunnels.session err="authentication failed: Usage of ngrok requires a verified account and authtoken.\n\nSign up for an account: https://dashboard.ngrok.com/signup\nInstall your authtoken: https://dashboard.ngrok.com/get-started/your-authtoken\r\n\r\nERR_NGROK_4018\r\n"
+ERROR:pyngrok.process.ngrok:t=2025-02-16T12:08:19+0000 lvl=eror msg="session closing" obj=tunnels.session err="authentication failed: Usage of ngrok requires a verified account and authtoken.\n\nSign up for an account: https://dashboard.ngrok.com/signup\nInstall your authtoken: https://dashboard.ngrok.com/get-started/your-authtoken\r\n\r\nERR_NGROK_4018\r\n"
+ERROR:pyngrok.process.ngrok:t=2025-02-16T12:08:19+0000 lvl=eror msg="terminating with error" obj=app err="authentication failed: Usage of ngrok requires a verified account and authtoken.\n\nSign up for an account: https://dashboard.ngrok.com/signup\nInstall your authtoken: https://dashboard.ngrok.com/get-started/your-authtoken\r\n\r\nERR_NGROK_4018\r\n"
+CRITICAL:pyngrok.process.ngrok:t=2025-02-16T12:08:19+0000 lvl=crit msg="command failed" err="authentication failed: Usage of ngrok requires a verified account and authtoken.\n\nSign up for an account: https://dashboard.ngrok.com/signup\nInstall your authtoken: https://dashboard.ngrok.com/get-started/your-authtoken\r\n\r\nERR_NGROK_4018\r\n"
+  adding: content/.config/ (stored 0%)
+  adding: content/.config/default_configs.db (deflated 98%)
+  adding: content/.config/configurations/ (stored 0%)
+  adding: content/.config/configurations/config_default (deflated 15%)
+  adding: content/.config/config_sentinel (stored 0%)
+  adding: content/.config/gce (stored 0%)
+  adding: content/.config/hidden_gcloud_config_universe_descriptor_data_cache_configs.db (deflated 97%)
+  adding: content/.config/.last_opt_in_prompt.yaml (stored 0%)
+  adding: content/.config/.last_survey_prompt.yaml (stored 0%)
+  adding: content/.config/.last_update_check.json (deflated 24%)
+  adding: content/.config/logs/ (stored 0%)
+  adding: content/.config/logs/2025.02.13/ (stored 0%)
+  adding: content/.config/logs/2025.02.13/14.18.34.923015.log (deflated 58%)
+  adding: content/.config/logs/2025.02.13/14.18.22.924899.log (deflated 58%)
+  adding: content/.config/logs/2025.02.13/14.17.52.239776.log (deflated 93%)
+  adding: content/.config/logs/2025.02.13/14.18.44.294756.log (deflated 56%)
+  adding: content/.config/logs/2025.02.13/14.18.43.611991.log (deflated 57%)
+  adding: content/.config/logs/2025.02.13/14.18.31.091747.log (deflated 87%)
+  adding: content/.config/active_config (stored 0%)
+  adding: content/patient 2 report.pdf (deflated 9%)
+  adding: content/results/ (stored 0%)
+  adding: content/results/checkpoint-375/ (stored 0%)
+  adding: content/results/checkpoint-375/scheduler.pt (deflated 55%)
+  adding: content/results/checkpoint-375/config.json (deflated 62%)
+  adding: content/results/checkpoint-375/optimizer.pt (deflated 27%)
+  adding: content/results/checkpoint-375/model.safetensors (deflated 7%)
+  adding: content/results/checkpoint-375/trainer_state.json (deflated 78%)
+  adding: content/results/checkpoint-375/training_args.bin (deflated 51%)
+  adding: content/results/checkpoint-375/rng_state.pth (deflated 25%)
+  adding: content/results/checkpoint-625/ (stored 0%)
+  adding: content/results/checkpoint-625/scheduler.pt (deflated 56%)
+  adding: content/results/checkpoint-625/config.json (deflated 62%)
+  adding: content/results/checkpoint-625/optimizer.pt (deflated 27%)
+  adding: content/results/checkpoint-625/model.safetensors (deflated 7%)
+  adding: content/results/checkpoint-625/trainer_state.json (deflated 80%)
+  adding: content/results/checkpoint-625/training_args.bin (deflated 51%)
+  adding: content/results/checkpoint-625/rng_state.pth (deflated 25%)
+  adding: content/results/trainer_state.json (deflated 80%)
+  adding: content/results/checkpoint-500/ (stored 0%)
+  adding: content/results/checkpoint-500/scheduler.pt (deflated 57%)
+  adding: content/results/checkpoint-500/config.json (deflated 62%)
+  adding: content/results/checkpoint-500/optimizer.pt (deflated 27%)
+  adding: content/results/checkpoint-500/model.safetensors (deflated 7%)
+  adding: content/results/checkpoint-500/trainer_state.json (deflated 79%)
+  adding: content/results/checkpoint-500/training_args.bin (deflated 51%)
+  adding: content/results/checkpoint-500/rng_state.pth (deflated 25%)
+  adding: content/patient_model/ (stored 0%)
+  adding: content/patient_model/config.json (deflated 62%)
+  adding: content/patient_model/tokenizer_config.json (deflated 75%)
+  adding: content/patient_model/model.safetensors

wandb/latest-run/files/requirements.txt ADDED Viewed

	@@ -0,0 +1,615 @@

+xxhash==3.5.0
+multiprocess==0.70.16
+dill==0.3.8
+datasets==3.3.0
+google-colab==1.0.0
+nvidia-cuda-nvcc-cu12==12.5.82
+google-pasta==0.2.0
+psycopg2==2.9.10
+bigquery-magics==0.5.0
+referencing==0.36.2
+text-unidecode==1.3
+aiohttp==3.11.12
+arviz==0.20.0
+Markdown==3.7
+Sphinx==8.1.3
+gym==0.25.2
+altair==5.5.0
+opt_einsum==3.4.0
+datascience==0.17.6
+geographiclib==2.0
+nest-asyncio==1.6.0
+nvidia-cuda-cupti-cu12==12.5.82
+orjson==3.10.15
+imageio==2.37.0
+sigstore-protobuf-specs==0.3.2
+mistune==3.1.1
+flatbuffers==25.2.10
+PyJWT==2.10.1
+logical-unification==0.4.6
+lxml==5.3.1
+google-cloud-core==2.4.1
+fastai==2.7.18
+pylibcugraph-cu12==24.12.0
+google-ai-generativelanguage==0.6.15
+email_validator==2.2.0
+scs==3.2.7.post2
+pillow==11.1.0
+docker-pycreds==0.4.0
+dnspython==2.7.0
+cmake==3.31.4
+thinc==8.2.5
+fastrlock==0.8.3
+immutabledict==4.2.1
+entrypoints==0.4
+rpy2==3.4.2
+huggingface-hub==0.28.1
+duckdb==1.1.3
+pandas-stubs==2.2.2.240909
+toolz==0.12.1
+jax-cuda12-plugin==0.4.33
+nibabel==5.3.2
+sphinxcontrib-applehelp==2.0.0
+pynvjitlink-cu12==0.5.0
+babel==2.17.0
+future==1.0.0
+plotnine==0.14.5
+matplotlib-inline==0.1.7
+srsly==2.5.1
+textblob==0.19.0
+pyperclip==1.9.0
+httplib2==0.22.0
+matplotlib==3.10.0
+xlrd==2.0.1
+jupyter-server==1.24.0
+google-cloud-bigquery-storage==2.28.0
+pytensor==2.27.1
+sphinxcontrib-qthelp==2.0.0
+typer==0.15.1
+tensorboard-data-server==0.7.2
+google-cloud-datastore==2.20.2
+plotly==5.24.1
+ipython-sql==0.5.0
+etuples==0.3.9
+PyDrive2==1.21.3
+shap==0.46.0
+google-auth-httplib2==0.2.0
+spacy-loggers==1.0.5
+cachetools==5.5.1
+platformdirs==4.3.6
+MarkupSafe==3.0.2
+wrapt==1.17.2
+docstring_parser==0.16
+sentry-sdk==2.21.0
+kaggle==1.6.17
+highspy==1.9.0
+cloudpickle==3.1.1
+jsonpickle==4.0.1
+pygit2==1.17.0
+python-dateutil==2.8.2
+python-louvain==0.16
+opencv-python-headless==4.11.0.86
+namex==0.0.8
+folium==0.19.4
+Pygments==2.18.0
+ptyprocess==0.7.0
+rpds-py==0.22.3
+optax==0.2.4
+nvidia-cublas-cu12==12.5.3.2
+joblib==1.4.2
+pyparsing==3.2.1
+python-utils==3.9.1
+astropy==7.0.1
+decorator==4.4.2
+multidict==6.1.0
+urllib3==2.3.0
+orbax-checkpoint==0.6.4
+python-slugify==8.0.4
+google-auth==2.27.0
+setproctitle==1.3.4
+google-cloud-bigquery-connection==1.17.0
+multitasking==0.0.11
+statsmodels==0.14.4
+GDAL==3.6.4
+zipp==3.21.0
+cmdstanpy==1.2.5
+regex==2024.11.6
+torch==2.5.1+cu124
+preshed==3.0.9
+Send2Trash==1.8.3
+catalogue==2.0.10
+nvidia-curand-cu12==10.3.6.82
+xgboost==2.1.4
+CacheControl==0.14.2
+prompt_toolkit==3.0.50
+opencv-contrib-python==4.11.0.86
+stringzilla==3.11.3
+cycler==0.12.1
+absl-py==1.4.0
+music21==9.3.0
+nvidia-nvjitlink-cu12==12.5.82
+tensorflow-hub==0.16.1
+argon2-cffi==23.1.0
+pydantic_core==2.27.2
+keras==3.8.0
+tuf==5.1.0
+wasabi==1.1.3
+geemap==0.35.1
+google-api-core==2.19.2
+keras-nlp==0.18.1
+networkx==3.4.2
+grpcio-status==1.62.3
+simsimd==6.2.1
+numexpr==2.10.2
+snowballstemmer==2.2.0
+tcmlib==1.2.0
+opencv-python==4.11.0.86
+Pyomo==6.8.2
+scikit-learn==1.6.1
+pandas-gbq==0.26.1
+dlib==19.24.2
+intel-cmplr-lib-ur==2025.0.4
+langchain-core==0.3.35
+smart-open==7.1.0
+sphinxcontrib-devhelp==2.0.0
+importlib_metadata==8.6.1
+pyzmq==24.0.1
+tensorflow-datasets==4.9.7
+pathlib==1.0.1
+flax==0.10.3
+astropy-iers-data==0.2025.2.10.0.33.26
+jupyter-leaflet==0.19.2
+en-core-web-sm==3.7.1
+click==8.1.8
+jupyterlab_pygments==0.3.0
+sentencepiece==0.2.0
+optree==0.14.0
+termcolor==2.5.0
+gcsfs==2024.10.0
+kiwisolver==1.4.8
+torchaudio==2.5.1+cu124
+pluggy==1.5.0
+smmap==5.0.2
+rfc8785==0.1.4
+pyasn1==0.6.1
+six==1.17.0
+sphinxcontrib-serializinghtml==2.0.0
+imagesize==1.4.1
+simple-parsing==0.1.7
+opentelemetry-sdk==1.16.0
+distro==1.9.0
+ply==3.11
+PySocks==1.7.1
+graphviz==0.20.3
+fastprogress==1.0.3
+autograd==1.7.0
+diffusers==0.32.2
+langsmith==0.3.8
+soupsieve==2.6
+grpc-interceptor==0.15.4
+greenlet==3.1.1
+gymnasium==1.0.0
+python-box==7.3.2
+httpcore==1.0.7
+googledrivedownloader==1.1.0
+branca==0.8.1
+itsdangerous==2.2.0
+grpc-google-iam-v1==0.14.0
+cons==0.4.6
+opentelemetry-semantic-conventions==0.37b0
+aiohappyeyeballs==2.4.6
+requests-oauthlib==2.0.0
+jieba==0.42.1
+tensorboard==2.18.0
+bleach==6.2.0
+umf==0.9.1
+tenacity==9.0.0
+defusedxml==0.7.1
+fastjsonschema==2.21.1
+pylibcudf-cu12==24.12.0
+markdown-it-py==3.0.0
+et_xmlfile==2.0.0
+typing_extensions==4.12.2
+patsy==1.0.1
+gast==0.6.0
+cffi==1.17.1
+ipyleaflet==0.19.2
+imbalanced-learn==0.13.0
+jupyterlab_widgets==3.0.13
+PyDrive==1.3.1
+intel-openmp==2025.0.4
+albumentations==2.0.4
+google-genai==0.8.0
+locket==1.0.0
+cryptography==43.0.3
+oauthlib==3.2.2
+panel==1.6.0
+safetensors==0.5.2
+iniconfig==2.0.0
+imageio-ffmpeg==0.6.0
+libclang==18.1.1
+dask==2024.10.0
+pexpect==4.9.0
+nbclient==0.10.2
+threadpoolctl==3.5.0
+protobuf==4.25.6
+google==2.0.3
+googleapis-common-protos==1.66.0
+colorlover==0.3.0
+pandas-datareader==0.10.0
+moviepy==1.0.3
+sklearn-pandas==2.2.0
+pydantic==2.10.6
+webencodings==0.5.1
+soundfile==0.13.1
+pyshp==2.3.1
+mpmath==1.3.0
+ml-dtypes==0.4.1
+tinycss2==1.4.0
+geopandas==1.0.1
+spacy-legacy==3.0.12
+tzdata==2025.1
+gin-config==0.5.0
+mkl==2025.0.1
+ipython==7.34.0
+nvidia-nvtx-cu12==12.4.127
+types-pytz==2025.1.0.20250204
+promise==2.3
+grpcio==1.70.0
+chex==0.1.88
+miniKanren==1.0.3
+weasel==0.4.1
+pyOpenSSL==24.2.1
+google-crc32c==1.6.0
+sniffio==1.3.1
+nvidia-nvcomp-cu12==4.1.0.6
+uritemplate==4.1.1
+jsonpointer==3.0.0
+ipyfilechooser==0.6.0
+timm==1.0.14
+google-cloud-pubsub==2.25.0
+importlib_resources==6.5.2
+holoviews==1.20.0
+python-snappy==0.7.3
+html5lib==1.1
+scooby==0.10.0
+google-cloud-firestore==2.20.0
+ndindex==1.9.2
+pyviz_comms==3.0.4
+certifi==2025.1.31
+pydotplus==2.0.2
+google-api-python-client==2.160.0
+charset-normalizer==3.4.1
+google-spark-connect==0.5.2
+prophet==1.1.6
+pylibraft-cu12==24.12.0
+pickleshare==0.7.5
+qdldl==0.1.7.post5
+google-cloud-spanner==3.51.0
+torchvision==0.20.1+cu124
+numpy==1.26.4
+progressbar2==4.5.0
+pygame==2.6.1
+openpyxl==3.1.5
+cupy-cuda12x==13.3.0
+dm-tree==0.1.9
+parsy==2.1
+wordcloud==1.9.4
+pymc==5.20.1
+google-cloud-dataproc==5.16.0
+kagglehub==0.3.7
+keras-hub==0.18.1
+pydata-google-auth==1.9.1
+atpublic==4.1.0
+propcache==0.2.1
+zstandard==0.23.0
+prettytable==3.14.0
+param==2.2.0
+google-cloud-functions==1.19.0
+rsa==4.9
+webcolors==24.11.1
+google-cloud-storage==2.19.0
+llvmlite==0.44.0
+attrs==25.1.0
+frozenlist==1.5.0
+pyproj==3.7.0
+pyspark==3.5.4
+jsonschema-specifications==2024.10.1
+jax==0.4.33
+accelerate==1.3.0
+tf-slim==1.1.0
+langcodes==3.5.0
+tensorflow-probability==0.25.0
+pycocotools==2.0.8
+geopy==2.4.1
+polars==1.9.0
+torchsummary==1.5.1
+mlxtend==0.23.4
+contourpy==1.3.1
+firebase-admin==6.6.0
+eerepr==0.1.0
+jupyter_core==5.7.2
+fonttools==4.56.0
+imgaug==0.4.0
+yarl==1.18.3
+traitlets==5.7.1
+opentelemetry-api==1.16.0
+grpclib==0.4.7
+websocket-client==1.8.0
+py-cpuinfo==9.0.0
+numba-cuda==0.0.17.1
+nvidia-cuda-nvrtc-cu12==12.5.82
+murmurhash==1.0.12
+openai==1.61.1
+easydict==1.13
+sklearn-compat==0.1.3
+notebook_shim==0.2.4
+portpicker==1.5.2
+gitdb==4.0.12
+py4j==0.10.9.7
+xarray==2025.1.2
+hpack==4.1.0
+cvxpy==1.6.0
+libkvikio-cu12==24.12.1
+requests-toolbelt==1.0.0
+stanio==0.5.1
+lazy_loader==0.4
+jupyter-client==6.1.12
+prometheus_client==0.21.1
+wheel==0.45.1
+community==1.0.0b1
+hyperopt==0.2.7
+mdit-py-plugins==0.4.2
+tensorflow-text==2.18.1
+h5py==3.12.1
+id==1.5.0
+requests==2.32.3
+chardet==5.2.0
+yellowbrick==1.5
+partd==1.4.2
+language_data==1.3.0
+sigstore-rekor-types==0.0.18
+transformers==4.48.3
+einops==0.8.1
+tensorstore==0.1.71
+google-cloud-aiplatform==1.79.0
+GitPython==3.1.44
+pandas==2.2.2
+humanize==4.11.0
+anyio==3.7.1
+google-auth-oauthlib==1.2.1
+uc-micro-py==1.0.3
+matplotlib-venn==1.1.1
+httpx==0.28.1
+sentence-transformers==3.4.1
+spanner-graph-notebook==1.0.9
+ipyevents==2.0.2
+langchain-text-splitters==0.3.6
+jaxlib==0.4.33
+bigframes==1.36.0
+tensorflow-metadata==1.16.1
+ipytree==0.2.2
+wcwidth==0.2.13
+argon2-cffi-bindings==21.2.0
+nvtx==0.2.10
+colour==0.1.5
+editdistance==0.8.1
+natsort==8.4.0
+Jinja2==3.1.5
+ibis-framework==9.2.0
+alabaster==1.0.0
+betterproto==2.0.0b6
+linkify-it-py==2.0.3
+typeguard==4.4.1
+google-cloud-bigquery==3.25.0
+triton==3.1.0
+nltk==3.9.1
+shapely==2.0.7
+blosc2==3.0.0
+peewee==3.17.9
+nbconvert==7.16.6
+glob2==0.7
+ipywidgets==7.7.1
+h11==0.14.0
+Deprecated==1.2.18
+pyarrow==17.0.0
+rich==13.9.4
+toml==0.10.2
+marisa-trie==1.2.1
+nvidia-cuda-runtime-cu12==12.5.82
+packaging==24.2
+parso==0.8.4
+wandb==0.19.6
+missingno==0.5.2
+etils==1.12.0
+langchain==0.3.18
+pymystem3==0.2.0
+gspread-dataframe==4.0.0
+mizani==0.13.1
+earthengine-api==1.5.2
+bokeh==3.6.3
+idna==3.10
+gensim==4.3.3
+cramjam==2.9.1
+aiosignal==1.3.2
+narwhals==1.26.0
+cymem==2.0.11
+cvxopt==1.3.2
+psutil==5.9.5
+tensorflow-io-gcs-filesystem==0.37.1
+sympy==1.13.1
+blis==0.7.11
+tifffile==2025.1.10
+hyperframe==6.1.0
+pycparser==2.22
+SQLAlchemy==2.0.38
+db-dtypes==1.4.1
+tbb==2022.0.0
+pytz==2025.1
+geocoder==1.38.1
+Cython==3.0.12
+jsonpatch==1.33
+astunparse==1.6.3
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+inflect==7.5.0
+tweepy==4.15.0
+jiter==0.8.2
+multipledispatch==1.0.0
+google-cloud-resource-manager==1.14.0
+notebook==6.5.5
+dopamine_rl==4.1.2
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wandb/latest-run/run-ypm5ne5j.wandb ADDED Viewed

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wandb/run-20250216_113712-ypm5ne5j/files/output.log ADDED Viewed

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+Classification Report:
+                                       precision    recall  f1-score   support
+          Acute Myocardial Infarction       1.00      1.00      1.00        44
+                  Acute Renal Failure       1.00      1.00      1.00        59
+                               Asthma       1.00      1.00      1.00        53
+             Cerebrovascular Accident       1.00      1.00      1.00        46
+               Chronic Kidney Disease       1.00      1.00      1.00        57
+Chronic Obstructive Pulmonary Disease       1.00      1.00      1.00        54
+         Community-Acquired Pneumonia       1.00      1.00      1.00        43
+             Congestive Heart Failure       1.00      1.00      1.00        53
+                 Deep Vein Thrombosis       1.00      1.00      1.00        56
+      Gastroesophageal Reflux Disease       1.00      1.00      1.00        37
+                         Hypertension       1.00      1.00      1.00        44
+                      Liver Cirrhosis       1.00      1.00      1.00        44
+                 Peptic Ulcer Disease       1.00      1.00      1.00        56
+                   Pulmonary Embolism       1.00      1.00      1.00        51
+                 Rheumatoid Arthritis       1.00      1.00      1.00        50
+                               Sepsis       1.00      1.00      1.00        46
+                         Septic Shock       1.00      1.00      1.00        48
+                               Stroke       1.00      1.00      1.00        52
+             Type 2 Diabetes Mellitus       1.00      1.00      1.00        62
+              Urinary Tract Infection       1.00      1.00      1.00        45
+                             accuracy                           1.00      1000
+                            macro avg       1.00      1.00      1.00      1000
+                         weighted avg       1.00      1.00      1.00      1000
+Classification Report:
+                                       precision    recall  f1-score   support
+          Acute Myocardial Infarction       1.00      1.00      1.00        44
+                  Acute Renal Failure       1.00      1.00      1.00        59
+                               Asthma       1.00      1.00      1.00        53
+             Cerebrovascular Accident       1.00      1.00      1.00        46
+               Chronic Kidney Disease       1.00      1.00      1.00        57
+Chronic Obstructive Pulmonary Disease       1.00      1.00      1.00        54
+         Community-Acquired Pneumonia       1.00      1.00      1.00        43
+             Congestive Heart Failure       1.00      1.00      1.00        53
+                 Deep Vein Thrombosis       1.00      1.00      1.00        56
+      Gastroesophageal Reflux Disease       1.00      1.00      1.00        37
+                         Hypertension       1.00      1.00      1.00        44
+                      Liver Cirrhosis       1.00      1.00      1.00        44
+                 Peptic Ulcer Disease       1.00      1.00      1.00        56
+                   Pulmonary Embolism       1.00      1.00      1.00        51
+                 Rheumatoid Arthritis       1.00      1.00      1.00        50
+                               Sepsis       1.00      1.00      1.00        46
+                         Septic Shock       1.00      1.00      1.00        48
+                               Stroke       1.00      1.00      1.00        52
+             Type 2 Diabetes Mellitus       1.00      1.00      1.00        62
+              Urinary Tract Infection       1.00      1.00      1.00        45
+                             accuracy                           1.00      1000
+                            macro avg       1.00      1.00      1.00      1000
+                         weighted avg       1.00      1.00      1.00      1000
+Collecting fastapi
+  Downloading fastapi-0.115.8-py3-none-any.whl.metadata (27 kB)
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+Requirement already satisfied: typing-extensions>=4.8.0 in /usr/local/lib/python3.11/dist-packages (from fastapi) (4.12.2)
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+Requirement already satisfied: pydantic-core==2.27.2 in /usr/local/lib/python3.11/dist-packages (from pydantic!=1.8,!=1.8.1,!=2.0.0,!=2.0.1,!=2.1.0,<3.0.0,>=1.7.4->fastapi) (2.27.2)
+Requirement already satisfied: anyio<5,>=3.6.2 in /usr/local/lib/python3.11/dist-packages (from starlette<0.46.0,>=0.40.0->fastapi) (3.7.1)
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+Requirement already satisfied: sniffio>=1.1 in /usr/local/lib/python3.11/dist-packages (from anyio<5,>=3.6.2->starlette<0.46.0,>=0.40.0->fastapi) (1.3.1)
+Downloading fastapi-0.115.8-py3-none-any.whl (94 kB)
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+[?25hInstalling collected packages: uvicorn, starlette, fastapi
+Successfully installed fastapi-0.115.8 starlette-0.45.3 uvicorn-0.34.0
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+[?25hInstalling collected packages: PyPDF2
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+[0mRequirement already satisfied: PyPDF2 in /usr/local/lib/python3.11/dist-packages (3.0.1)
+ERROR:fastapi:Form data requires "python-multipart" to be installed.
+You can install "python-multipart" with:
+pip install python-multipart
+Collecting python-multipart
+  Downloading python_multipart-0.0.20-py3-none-any.whl.metadata (1.8 kB)
+Downloading python_multipart-0.0.20-py3-none-any.whl (24 kB)
+Installing collected packages: python-multipart
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+Requirement already satisfied: nest_asyncio in /usr/local/lib/python3.11/dist-packages (1.6.0)
+Collecting pyngrok
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+Requirement already satisfied: PyYAML>=5.1 in /usr/local/lib/python3.11/dist-packages (from pyngrok) (6.0.2)
+Downloading pyngrok-7.2.3-py3-none-any.whl (23 kB)
+Installing collected packages: pyngrok
+Successfully installed pyngrok-7.2.3
+Requirement already satisfied: fastapi in /usr/local/lib/python3.11/dist-packages (0.115.8)
+Requirement already satisfied: uvicorn in /usr/local/lib/python3.11/dist-packages (0.34.0)
+Requirement already satisfied: jinja2 in /usr/local/lib/python3.11/dist-packages (3.1.5)
+Requirement already satisfied: python-multipart in /usr/local/lib/python3.11/dist-packages (0.0.20)
+Requirement already satisfied: PyPDF2 in /usr/local/lib/python3.11/dist-packages (3.0.1)
+Requirement already satisfied: pydantic in /usr/local/lib/python3.11/dist-packages (2.10.6)
+Requirement already satisfied: nest_asyncio in /usr/local/lib/python3.11/dist-packages (1.6.0)
+Requirement already satisfied: pyngrok in /usr/local/lib/python3.11/dist-packages (7.2.3)
+Requirement already satisfied: starlette<0.46.0,>=0.40.0 in /usr/local/lib/python3.11/dist-packages (from fastapi) (0.45.3)
+Requirement already satisfied: typing-extensions>=4.8.0 in /usr/local/lib/python3.11/dist-packages (from fastapi) (4.12.2)
+Requirement already satisfied: click>=7.0 in /usr/local/lib/python3.11/dist-packages (from uvicorn) (8.1.8)
+Requirement already satisfied: h11>=0.8 in /usr/local/lib/python3.11/dist-packages (from uvicorn) (0.14.0)
+Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.11/dist-packages (from jinja2) (3.0.2)
+Requirement already satisfied: annotated-types>=0.6.0 in /usr/local/lib/python3.11/dist-packages (from pydantic) (0.7.0)
+Requirement already satisfied: pydantic-core==2.27.2 in /usr/local/lib/python3.11/dist-packages (from pydantic) (2.27.2)
+Requirement already satisfied: PyYAML>=5.1 in /usr/local/lib/python3.11/dist-packages (from pyngrok) (6.0.2)
+Requirement already satisfied: anyio<5,>=3.6.2 in /usr/local/lib/python3.11/dist-packages (from starlette<0.46.0,>=0.40.0->fastapi) (3.7.1)
+Requirement already satisfied: idna>=2.8 in /usr/local/lib/python3.11/dist-packages (from anyio<5,>=3.6.2->starlette<0.46.0,>=0.40.0->fastapi) (3.10)
+Requirement already satisfied: sniffio>=1.1 in /usr/local/lib/python3.11/dist-packages (from anyio<5,>=3.6.2->starlette<0.46.0,>=0.40.0->fastapi) (1.3.1)
+  adding: content/ (stored 0%)
+ERROR:pyngrok.process.ngrok:t=2025-02-16T12:08:19+0000 lvl=eror msg="failed to reconnect session" obj=tunnels.session err="authentication failed: Usage of ngrok requires a verified account and authtoken.\n\nSign up for an account: https://dashboard.ngrok.com/signup\nInstall your authtoken: https://dashboard.ngrok.com/get-started/your-authtoken\r\n\r\nERR_NGROK_4018\r\n"
+ERROR:pyngrok.process.ngrok:t=2025-02-16T12:08:19+0000 lvl=eror msg="session closing" obj=tunnels.session err="authentication failed: Usage of ngrok requires a verified account and authtoken.\n\nSign up for an account: https://dashboard.ngrok.com/signup\nInstall your authtoken: https://dashboard.ngrok.com/get-started/your-authtoken\r\n\r\nERR_NGROK_4018\r\n"
+ERROR:pyngrok.process.ngrok:t=2025-02-16T12:08:19+0000 lvl=eror msg="terminating with error" obj=app err="authentication failed: Usage of ngrok requires a verified account and authtoken.\n\nSign up for an account: https://dashboard.ngrok.com/signup\nInstall your authtoken: https://dashboard.ngrok.com/get-started/your-authtoken\r\n\r\nERR_NGROK_4018\r\n"
+CRITICAL:pyngrok.process.ngrok:t=2025-02-16T12:08:19+0000 lvl=crit msg="command failed" err="authentication failed: Usage of ngrok requires a verified account and authtoken.\n\nSign up for an account: https://dashboard.ngrok.com/signup\nInstall your authtoken: https://dashboard.ngrok.com/get-started/your-authtoken\r\n\r\nERR_NGROK_4018\r\n"
+  adding: content/.config/ (stored 0%)
+  adding: content/.config/default_configs.db (deflated 98%)
+  adding: content/.config/configurations/ (stored 0%)
+  adding: content/.config/configurations/config_default (deflated 15%)
+  adding: content/.config/config_sentinel (stored 0%)
+  adding: content/.config/gce (stored 0%)
+  adding: content/.config/hidden_gcloud_config_universe_descriptor_data_cache_configs.db (deflated 97%)
+  adding: content/.config/.last_opt_in_prompt.yaml (stored 0%)
+  adding: content/.config/.last_survey_prompt.yaml (stored 0%)
+  adding: content/.config/.last_update_check.json (deflated 24%)
+  adding: content/.config/logs/ (stored 0%)
+  adding: content/.config/logs/2025.02.13/ (stored 0%)
+  adding: content/.config/logs/2025.02.13/14.18.34.923015.log (deflated 58%)
+  adding: content/.config/logs/2025.02.13/14.18.22.924899.log (deflated 58%)
+  adding: content/.config/logs/2025.02.13/14.17.52.239776.log (deflated 93%)
+  adding: content/.config/logs/2025.02.13/14.18.44.294756.log (deflated 56%)
+  adding: content/.config/logs/2025.02.13/14.18.43.611991.log (deflated 57%)
+  adding: content/.config/logs/2025.02.13/14.18.31.091747.log (deflated 87%)
+  adding: content/.config/active_config (stored 0%)
+  adding: content/patient 2 report.pdf (deflated 9%)
+  adding: content/results/ (stored 0%)
+  adding: content/results/checkpoint-375/ (stored 0%)
+  adding: content/results/checkpoint-375/scheduler.pt (deflated 55%)
+  adding: content/results/checkpoint-375/config.json (deflated 62%)
+  adding: content/results/checkpoint-375/optimizer.pt (deflated 27%)
+  adding: content/results/checkpoint-375/model.safetensors (deflated 7%)
+  adding: content/results/checkpoint-375/trainer_state.json (deflated 78%)
+  adding: content/results/checkpoint-375/training_args.bin (deflated 51%)
+  adding: content/results/checkpoint-375/rng_state.pth (deflated 25%)
+  adding: content/results/checkpoint-625/ (stored 0%)
+  adding: content/results/checkpoint-625/scheduler.pt (deflated 56%)
+  adding: content/results/checkpoint-625/config.json (deflated 62%)
+  adding: content/results/checkpoint-625/optimizer.pt (deflated 27%)
+  adding: content/results/checkpoint-625/model.safetensors (deflated 7%)
+  adding: content/results/checkpoint-625/trainer_state.json (deflated 80%)
+  adding: content/results/checkpoint-625/training_args.bin (deflated 51%)
+  adding: content/results/checkpoint-625/rng_state.pth (deflated 25%)
+  adding: content/results/trainer_state.json (deflated 80%)
+  adding: content/results/checkpoint-500/ (stored 0%)
+  adding: content/results/checkpoint-500/scheduler.pt (deflated 57%)
+  adding: content/results/checkpoint-500/config.json (deflated 62%)
+  adding: content/results/checkpoint-500/optimizer.pt (deflated 27%)
+  adding: content/results/checkpoint-500/model.safetensors (deflated 7%)
+  adding: content/results/checkpoint-500/trainer_state.json (deflated 79%)
+  adding: content/results/checkpoint-500/training_args.bin (deflated 51%)
+  adding: content/results/checkpoint-500/rng_state.pth (deflated 25%)
+  adding: content/patient_model/ (stored 0%)
+  adding: content/patient_model/config.json (deflated 62%)
+  adding: content/patient_model/tokenizer_config.json (deflated 75%)
+  adding: content/patient_model/model.safetensors (deflated 7%)
+  adding: content/patient_model/special_tokens_map.json (deflated 42%)
+  adding: content/patient_model/vocab.txt (deflated 49%)
+  adding: content/patient_model/training_args.bin (deflated 51%)
+  adding: content/label_encoder.pkl (deflated 30%)
+  adding: content/patient 3 repo

wandb/run-20250216_113712-ypm5ne5j/files/requirements.txt ADDED Viewed

	@@ -0,0 +1,615 @@

+xxhash==3.5.0
+multiprocess==0.70.16
+dill==0.3.8
+datasets==3.3.0
+google-colab==1.0.0
+nvidia-cuda-nvcc-cu12==12.5.82
+google-pasta==0.2.0
+psycopg2==2.9.10
+bigquery-magics==0.5.0
+referencing==0.36.2
+text-unidecode==1.3
+aiohttp==3.11.12
+arviz==0.20.0
+Markdown==3.7
+Sphinx==8.1.3
+gym==0.25.2
+altair==5.5.0
+opt_einsum==3.4.0
+datascience==0.17.6
+geographiclib==2.0
+nest-asyncio==1.6.0
+nvidia-cuda-cupti-cu12==12.5.82
+orjson==3.10.15
+imageio==2.37.0
+sigstore-protobuf-specs==0.3.2
+mistune==3.1.1
+flatbuffers==25.2.10
+PyJWT==2.10.1
+logical-unification==0.4.6
+lxml==5.3.1
+google-cloud-core==2.4.1
+fastai==2.7.18
+pylibcugraph-cu12==24.12.0
+google-ai-generativelanguage==0.6.15
+email_validator==2.2.0
+scs==3.2.7.post2
+pillow==11.1.0
+docker-pycreds==0.4.0
+dnspython==2.7.0
+cmake==3.31.4
+thinc==8.2.5
+fastrlock==0.8.3
+immutabledict==4.2.1
+entrypoints==0.4
+rpy2==3.4.2
+huggingface-hub==0.28.1
+duckdb==1.1.3
+pandas-stubs==2.2.2.240909
+toolz==0.12.1
+jax-cuda12-plugin==0.4.33
+nibabel==5.3.2
+sphinxcontrib-applehelp==2.0.0
+pynvjitlink-cu12==0.5.0
+babel==2.17.0
+future==1.0.0
+plotnine==0.14.5
+matplotlib-inline==0.1.7
+srsly==2.5.1
+textblob==0.19.0
+pyperclip==1.9.0
+httplib2==0.22.0
+matplotlib==3.10.0
+xlrd==2.0.1
+jupyter-server==1.24.0
+google-cloud-bigquery-storage==2.28.0
+pytensor==2.27.1
+sphinxcontrib-qthelp==2.0.0
+typer==0.15.1
+tensorboard-data-server==0.7.2
+google-cloud-datastore==2.20.2
+plotly==5.24.1
+ipython-sql==0.5.0
+etuples==0.3.9
+PyDrive2==1.21.3
+shap==0.46.0
+google-auth-httplib2==0.2.0
+spacy-loggers==1.0.5
+cachetools==5.5.1
+platformdirs==4.3.6
+MarkupSafe==3.0.2
+wrapt==1.17.2
+docstring_parser==0.16
+sentry-sdk==2.21.0
+kaggle==1.6.17
+highspy==1.9.0
+cloudpickle==3.1.1
+jsonpickle==4.0.1
+pygit2==1.17.0
+python-dateutil==2.8.2
+python-louvain==0.16
+opencv-python-headless==4.11.0.86
+namex==0.0.8
+folium==0.19.4
+Pygments==2.18.0
+ptyprocess==0.7.0
+rpds-py==0.22.3
+optax==0.2.4
+nvidia-cublas-cu12==12.5.3.2
+joblib==1.4.2
+pyparsing==3.2.1
+python-utils==3.9.1
+astropy==7.0.1
+decorator==4.4.2
+multidict==6.1.0
+urllib3==2.3.0
+orbax-checkpoint==0.6.4
+python-slugify==8.0.4
+google-auth==2.27.0
+setproctitle==1.3.4
+google-cloud-bigquery-connection==1.17.0
+multitasking==0.0.11
+statsmodels==0.14.4
+GDAL==3.6.4
+zipp==3.21.0
+cmdstanpy==1.2.5
+regex==2024.11.6
+torch==2.5.1+cu124
+preshed==3.0.9
+Send2Trash==1.8.3
+catalogue==2.0.10
+nvidia-curand-cu12==10.3.6.82
+xgboost==2.1.4
+CacheControl==0.14.2
+prompt_toolkit==3.0.50
+opencv-contrib-python==4.11.0.86
+stringzilla==3.11.3
+cycler==0.12.1
+absl-py==1.4.0
+music21==9.3.0
+nvidia-nvjitlink-cu12==12.5.82
+tensorflow-hub==0.16.1
+argon2-cffi==23.1.0
+pydantic_core==2.27.2
+keras==3.8.0
+tuf==5.1.0
+wasabi==1.1.3
+geemap==0.35.1
+google-api-core==2.19.2
+keras-nlp==0.18.1
+networkx==3.4.2
+grpcio-status==1.62.3
+simsimd==6.2.1
+numexpr==2.10.2
+snowballstemmer==2.2.0
+tcmlib==1.2.0
+opencv-python==4.11.0.86
+Pyomo==6.8.2
+scikit-learn==1.6.1
+pandas-gbq==0.26.1
+dlib==19.24.2
+intel-cmplr-lib-ur==2025.0.4
+langchain-core==0.3.35
+smart-open==7.1.0
+sphinxcontrib-devhelp==2.0.0
+importlib_metadata==8.6.1
+pyzmq==24.0.1
+tensorflow-datasets==4.9.7
+pathlib==1.0.1
+flax==0.10.3
+astropy-iers-data==0.2025.2.10.0.33.26
+jupyter-leaflet==0.19.2
+en-core-web-sm==3.7.1
+click==8.1.8
+jupyterlab_pygments==0.3.0
+sentencepiece==0.2.0
+optree==0.14.0
+termcolor==2.5.0
+gcsfs==2024.10.0
+kiwisolver==1.4.8
+torchaudio==2.5.1+cu124
+pluggy==1.5.0
+smmap==5.0.2
+rfc8785==0.1.4
+pyasn1==0.6.1
+six==1.17.0
+sphinxcontrib-serializinghtml==2.0.0
+imagesize==1.4.1
+simple-parsing==0.1.7
+opentelemetry-sdk==1.16.0
+distro==1.9.0
+ply==3.11
+PySocks==1.7.1
+graphviz==0.20.3
+fastprogress==1.0.3
+autograd==1.7.0
+diffusers==0.32.2
+langsmith==0.3.8
+soupsieve==2.6
+grpc-interceptor==0.15.4
+greenlet==3.1.1
+gymnasium==1.0.0
+python-box==7.3.2
+httpcore==1.0.7
+googledrivedownloader==1.1.0
+branca==0.8.1
+itsdangerous==2.2.0
+grpc-google-iam-v1==0.14.0
+cons==0.4.6
+opentelemetry-semantic-conventions==0.37b0
+aiohappyeyeballs==2.4.6
+requests-oauthlib==2.0.0
+jieba==0.42.1
+tensorboard==2.18.0
+bleach==6.2.0
+umf==0.9.1
+tenacity==9.0.0
+defusedxml==0.7.1
+fastjsonschema==2.21.1
+pylibcudf-cu12==24.12.0
+markdown-it-py==3.0.0
+et_xmlfile==2.0.0
+typing_extensions==4.12.2
+patsy==1.0.1
+gast==0.6.0
+cffi==1.17.1
+ipyleaflet==0.19.2
+imbalanced-learn==0.13.0
+jupyterlab_widgets==3.0.13
+PyDrive==1.3.1
+intel-openmp==2025.0.4
+albumentations==2.0.4
+google-genai==0.8.0
+locket==1.0.0
+cryptography==43.0.3
+oauthlib==3.2.2
+panel==1.6.0
+safetensors==0.5.2
+iniconfig==2.0.0
+imageio-ffmpeg==0.6.0
+libclang==18.1.1
+dask==2024.10.0
+pexpect==4.9.0
+nbclient==0.10.2
+threadpoolctl==3.5.0
+protobuf==4.25.6
+google==2.0.3
+googleapis-common-protos==1.66.0
+colorlover==0.3.0
+pandas-datareader==0.10.0
+moviepy==1.0.3
+sklearn-pandas==2.2.0
+pydantic==2.10.6
+webencodings==0.5.1
+soundfile==0.13.1
+pyshp==2.3.1
+mpmath==1.3.0
+ml-dtypes==0.4.1
+tinycss2==1.4.0
+geopandas==1.0.1
+spacy-legacy==3.0.12
+tzdata==2025.1
+gin-config==0.5.0
+mkl==2025.0.1
+ipython==7.34.0
+nvidia-nvtx-cu12==12.4.127
+types-pytz==2025.1.0.20250204
+promise==2.3
+grpcio==1.70.0
+chex==0.1.88
+miniKanren==1.0.3
+weasel==0.4.1
+pyOpenSSL==24.2.1
+google-crc32c==1.6.0
+sniffio==1.3.1
+nvidia-nvcomp-cu12==4.1.0.6
+uritemplate==4.1.1
+jsonpointer==3.0.0
+ipyfilechooser==0.6.0
+timm==1.0.14
+google-cloud-pubsub==2.25.0
+importlib_resources==6.5.2
+holoviews==1.20.0
+python-snappy==0.7.3
+html5lib==1.1
+scooby==0.10.0
+google-cloud-firestore==2.20.0
+ndindex==1.9.2
+pyviz_comms==3.0.4
+certifi==2025.1.31
+pydotplus==2.0.2
+google-api-python-client==2.160.0
+charset-normalizer==3.4.1
+google-spark-connect==0.5.2
+prophet==1.1.6
+pylibraft-cu12==24.12.0
+pickleshare==0.7.5
+qdldl==0.1.7.post5
+google-cloud-spanner==3.51.0
+torchvision==0.20.1+cu124
+numpy==1.26.4
+progressbar2==4.5.0
+pygame==2.6.1
+openpyxl==3.1.5
+cupy-cuda12x==13.3.0
+dm-tree==0.1.9
+parsy==2.1
+wordcloud==1.9.4
+pymc==5.20.1
+google-cloud-dataproc==5.16.0
+kagglehub==0.3.7
+keras-hub==0.18.1
+pydata-google-auth==1.9.1
+atpublic==4.1.0
+propcache==0.2.1
+zstandard==0.23.0
+prettytable==3.14.0
+param==2.2.0
+google-cloud-functions==1.19.0
+rsa==4.9
+webcolors==24.11.1
+google-cloud-storage==2.19.0
+llvmlite==0.44.0
+attrs==25.1.0
+frozenlist==1.5.0
+pyproj==3.7.0
+pyspark==3.5.4
+jsonschema-specifications==2024.10.1
+jax==0.4.33
+accelerate==1.3.0
+tf-slim==1.1.0
+langcodes==3.5.0
+tensorflow-probability==0.25.0
+pycocotools==2.0.8
+geopy==2.4.1
+polars==1.9.0
+torchsummary==1.5.1
+mlxtend==0.23.4
+contourpy==1.3.1
+firebase-admin==6.6.0
+eerepr==0.1.0
+jupyter_core==5.7.2
+fonttools==4.56.0
+imgaug==0.4.0
+yarl==1.18.3
+traitlets==5.7.1
+opentelemetry-api==1.16.0
+grpclib==0.4.7
+websocket-client==1.8.0
+py-cpuinfo==9.0.0
+numba-cuda==0.0.17.1
+nvidia-cuda-nvrtc-cu12==12.5.82
+murmurhash==1.0.12
+openai==1.61.1
+easydict==1.13
+sklearn-compat==0.1.3
+notebook_shim==0.2.4
+portpicker==1.5.2
+gitdb==4.0.12
+py4j==0.10.9.7
+xarray==2025.1.2
+hpack==4.1.0
+cvxpy==1.6.0
+libkvikio-cu12==24.12.1
+requests-toolbelt==1.0.0
+stanio==0.5.1
+lazy_loader==0.4
+jupyter-client==6.1.12
+prometheus_client==0.21.1
+wheel==0.45.1
+community==1.0.0b1
+hyperopt==0.2.7
+mdit-py-plugins==0.4.2
+tensorflow-text==2.18.1
+h5py==3.12.1
+id==1.5.0
+requests==2.32.3
+chardet==5.2.0
+yellowbrick==1.5
+partd==1.4.2
+language_data==1.3.0
+sigstore-rekor-types==0.0.18
+transformers==4.48.3
+einops==0.8.1
+tensorstore==0.1.71
+google-cloud-aiplatform==1.79.0
+GitPython==3.1.44
+pandas==2.2.2
+humanize==4.11.0
+anyio==3.7.1
+google-auth-oauthlib==1.2.1
+uc-micro-py==1.0.3
+matplotlib-venn==1.1.1
+httpx==0.28.1
+sentence-transformers==3.4.1
+spanner-graph-notebook==1.0.9
+ipyevents==2.0.2
+langchain-text-splitters==0.3.6
+jaxlib==0.4.33
+bigframes==1.36.0
+tensorflow-metadata==1.16.1
+ipytree==0.2.2
+wcwidth==0.2.13
+argon2-cffi-bindings==21.2.0
+nvtx==0.2.10
+colour==0.1.5
+editdistance==0.8.1
+natsort==8.4.0
+Jinja2==3.1.5
+ibis-framework==9.2.0
+alabaster==1.0.0
+betterproto==2.0.0b6
+linkify-it-py==2.0.3
+typeguard==4.4.1
+google-cloud-bigquery==3.25.0
+triton==3.1.0
+nltk==3.9.1
+shapely==2.0.7
+blosc2==3.0.0
+peewee==3.17.9
+nbconvert==7.16.6
+glob2==0.7
+ipywidgets==7.7.1
+h11==0.14.0
+Deprecated==1.2.18
+pyarrow==17.0.0
+rich==13.9.4
+toml==0.10.2
+marisa-trie==1.2.1
+nvidia-cuda-runtime-cu12==12.5.82
+packaging==24.2
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wandb/run-20250216_113712-ypm5ne5j/run-ypm5ne5j.wandb ADDED Viewed

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