├── +ad period features.ipynb ├── +all cat mean enc + user feat script.ipynb ├── +cat interact feat script.ipynb ├── +mean enc feat script.ipynb ├── Active Training.ipynb ├── Active experiments- Gen Data.ipynb ├── Active experiments-activation date version.ipynb ├── Active experiments.ipynb ├── All Features Training-Sparse (Ridge, LogisticReg, KNN).ipynb ├── All Features Training.ipynb ├── Common Features Engineering High Cardinality Refactored.ipynb ├── Common Features Engineering.ipynb ├── Complete TF-IDF Generation.ipynb ├── Counter Vectorizer (Char_WB).ipynb ├── Feature Test Part 2 (Text).ipynb ├── Feature Test Part3 (Dump file for Marcus use).ipynb ├── Feature Test Part3 (Plants Merged Training)-final test-Copy1.ipynb ├── Feature Test Part3 (Plants Merged Training)-final test.ipynb ├── Feature Test Part3 (Plants Merged Training)-multiclass.ipynb ├── Feature Test Part3 (Plants Merged Training)-xgb-Copy1.ipynb ├── Feature Test Part3 (Plants Merged Training).ipynb ├── Feature Test Part3 (Training with sparse&dense text).ipynb ├── Feature test.ipynb ├── Final feat gen script.ipynb ├── Get Image NIMA Scores.ipynb ├── GridSearcher.py ├── Hash Char WB Features.ipynb ├── KNN Dist + Indices + Features Generator.ipynb ├── KNN Dist + Indices Generator- (sparse ann).ipynb ├── LDA on description.ipynb ├── LDA+NMF Feature Generator.ipynb ├── Leak.ipynb ├── Merge Final Features for RNN,Ridge,MLP,LR.ipynb ├── Model Stacking-519.ipynb ├── Model Stacking-719.ipynb ├── Model Stacking-Small.ipynb ├── Model Stacking.ipynb ├── NMF on description.ipynb ├── OOF Prediction Analysis.ipynb ├── Periods experiment.ipynb ├── Prestage-LR oof training.ipynb ├── Prestage-Ridge oof training.ipynb ├── Price Feature Generation.ipynb ├── README.md ├── RNN Baseline + Pretrained WordVec.ipynb ├── RNN Self-Trained WordVec + Image + Merge Features (with Fast Loading)-Copy1.ipynb ├── RNN Self-Trained WordVec + Image + Merge Features (with Fast Loading).ipynb ├── RNN Self-Trained WordVec with raw Image (with Fast Loading and adv features).ipynb ├── RNN Self-Trained WordVec with raw Image (with Fast Loading).ipynb ├── RNN Self-Trained WordVec with raw Image.ipynb ├── RNN Self-Trained WordVec.ipynb ├── RNN Training.ipynb ├── Simple Feature Generation.ipynb ├── Stacker Blender.ipynb ├── TF IDF Features.ipynb ├── Text Features (Counter Vectorizer (char level based)).ipynb ├── Text Features (TF-IDF).ipynb ├── Text Features Training (CHAR WB).ipynb ├── Text Features Training.ipynb ├── Text Fusion Features.ipynb ├── Truncated SVD on other NN's prediction.ipynb ├── Truncated TF-IDF Generation.ipynb ├── WordVec Training.py ├── all features with feature selection training.ipynb ├── baseline script.ipynb ├── counter vec char_wb 24 finetune.ipynb ├── hash vec char_wb23_finetune.ipynb ├── image meta analysis.ipynb ├── item seq no + img top 1 explore.ipynb ├── script.ipynb ├── testing.ipynb ├── tfidf finetune.ipynb └── tfidf-finetune-gbdt.ipynb /+ad period features.ipynb: 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