Instructions to use adarshcod30/openforensics-ensemble with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Keras
How to use adarshcod30/openforensics-ensemble with Keras:
# Available backend options are: "jax", "torch", "tensorflow". import os os.environ["KERAS_BACKEND"] = "jax" import keras model = keras.saving.load_model("hf://adarshcod30/openforensics-ensemble") - Notebooks
- Google Colab
- Kaggle
Bundle training curves, logs and leakage report for the dashboard
Browse files- leakage_report.json +22 -0
- model.keras +1 -1
- stage1_history.json +288 -0
- stage1_log.csv +21 -0
- stage2_history.json +158 -0
- stage2_log.csv +11 -0
leakage_report.json
ADDED
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{
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"pairs": {
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"Train|Validation": {
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"shared_images": 0,
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"pct_of_smaller": 0.0
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},
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"Train|Test": {
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"shared_images": 0,
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"pct_of_smaller": 0.0
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},
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"Validation|Test": {
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"shared_images": 0,
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"pct_of_smaller": 0.0
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}
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},
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"leaking": false,
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"within_split_duplicates": {
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"Train": 0,
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"Validation": 0,
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"Test": 0
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}
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}
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model.keras
CHANGED
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 183329962
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| 1 |
version https://git-lfs.github.com/spec/v1
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+
oid sha256:f0ebdc9881f718bd83ddeff981a4f9c7fdcb73aef9e817019f0ef6e2bec8a337
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size 183329962
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stage1_history.json
ADDED
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|
stage1_log.csv
ADDED
|
@@ -0,0 +1,21 @@
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stage2_history.json
ADDED
|
@@ -0,0 +1,158 @@
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|
| 1 |
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{
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|
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|
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|
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"learning_rate": [
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|
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9.999999747378752e-06
|
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|
| 158 |
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}
|
stage2_log.csv
ADDED
|
@@ -0,0 +1,11 @@
|
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|
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|
|
|
|
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|
|
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|
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|
|
|
|
| 1 |
+
epoch,accuracy,auc,learning_rate,loss,pr_auc,precision,recall,val_accuracy,val_auc,val_loss,val_pr_auc,val_precision,val_recall
|
| 2 |
+
0,0.8314499855041504,0.9154987335205078,9.999999747378752e-06,0.36911219358444214,0.9143701791763306,0.8218898773193359,0.8463000059127808,0.9171666502952576,0.9739356637001038,0.21560244262218475,0.974362850189209,0.9246691465377808,0.9083333611488342
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1,0.9017500281333923,0.9668275713920593,9.999999747378752e-06,0.24103708565235138,0.9671510457992554,0.8959298133850098,0.9090999960899353,0.9254999756813049,0.9824355244636536,0.18814511597156525,0.9829871654510498,0.9020472168922424,0.9546666741371155
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