├── EXTRATREES_CLASSIFIER.ipynb ├── HillCLIMBENSEMBLE.ipynb ├── LGBM_LOGREG_XGB_STACK_LOGREG.ipynb ├── README.md ├── RIDGE.ipynb ├── Train Toxicity Model.ipynb ├── Untitled.ipynb ├── XGBOOST.ipynb ├── add_covaai.ipynb ├── badwords.ipynb ├── bagging.ipynb ├── conv.ipynb ├── convai_feature.ipynb ├── ensemble.ipynb ├── fasttext_direct.ipynb ├── feature_engineering.ipynb ├── get_data.sh ├── install.sh ├── model_tool.py ├── nbsvm.ipynb ├── nbsvm.py ├── requirements.txt ├── sample_submission.csv ├── super_nbsvm.ipynb ├── translate.ipynb └── visuals.py /EXTRATREES_CLASSIFIER.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Dicksonchin93/toxic_comment_classification/HEAD/EXTRATREES_CLASSIFIER.ipynb -------------------------------------------------------------------------------- /HillCLIMBENSEMBLE.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Dicksonchin93/toxic_comment_classification/HEAD/HillCLIMBENSEMBLE.ipynb -------------------------------------------------------------------------------- /LGBM_LOGREG_XGB_STACK_LOGREG.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Dicksonchin93/toxic_comment_classification/HEAD/LGBM_LOGREG_XGB_STACK_LOGREG.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Dicksonchin93/toxic_comment_classification/HEAD/README.md -------------------------------------------------------------------------------- /RIDGE.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Dicksonchin93/toxic_comment_classification/HEAD/RIDGE.ipynb -------------------------------------------------------------------------------- /Train Toxicity Model.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Dicksonchin93/toxic_comment_classification/HEAD/Train Toxicity Model.ipynb -------------------------------------------------------------------------------- /Untitled.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Dicksonchin93/toxic_comment_classification/HEAD/Untitled.ipynb -------------------------------------------------------------------------------- /XGBOOST.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Dicksonchin93/toxic_comment_classification/HEAD/XGBOOST.ipynb -------------------------------------------------------------------------------- /add_covaai.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Dicksonchin93/toxic_comment_classification/HEAD/add_covaai.ipynb -------------------------------------------------------------------------------- /badwords.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Dicksonchin93/toxic_comment_classification/HEAD/badwords.ipynb -------------------------------------------------------------------------------- /bagging.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Dicksonchin93/toxic_comment_classification/HEAD/bagging.ipynb -------------------------------------------------------------------------------- /conv.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Dicksonchin93/toxic_comment_classification/HEAD/conv.ipynb -------------------------------------------------------------------------------- /convai_feature.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Dicksonchin93/toxic_comment_classification/HEAD/convai_feature.ipynb -------------------------------------------------------------------------------- /ensemble.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Dicksonchin93/toxic_comment_classification/HEAD/ensemble.ipynb -------------------------------------------------------------------------------- /fasttext_direct.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Dicksonchin93/toxic_comment_classification/HEAD/fasttext_direct.ipynb -------------------------------------------------------------------------------- /feature_engineering.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Dicksonchin93/toxic_comment_classification/HEAD/feature_engineering.ipynb -------------------------------------------------------------------------------- /get_data.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Dicksonchin93/toxic_comment_classification/HEAD/get_data.sh -------------------------------------------------------------------------------- /install.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Dicksonchin93/toxic_comment_classification/HEAD/install.sh -------------------------------------------------------------------------------- /model_tool.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Dicksonchin93/toxic_comment_classification/HEAD/model_tool.py -------------------------------------------------------------------------------- /nbsvm.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Dicksonchin93/toxic_comment_classification/HEAD/nbsvm.ipynb -------------------------------------------------------------------------------- /nbsvm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Dicksonchin93/toxic_comment_classification/HEAD/nbsvm.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Dicksonchin93/toxic_comment_classification/HEAD/requirements.txt -------------------------------------------------------------------------------- /sample_submission.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Dicksonchin93/toxic_comment_classification/HEAD/sample_submission.csv -------------------------------------------------------------------------------- /super_nbsvm.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Dicksonchin93/toxic_comment_classification/HEAD/super_nbsvm.ipynb -------------------------------------------------------------------------------- /translate.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Dicksonchin93/toxic_comment_classification/HEAD/translate.ipynb -------------------------------------------------------------------------------- /visuals.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Dicksonchin93/toxic_comment_classification/HEAD/visuals.py --------------------------------------------------------------------------------