GitHub - aman0511/kaggle-machine-learning: Experiments and code snippets while playing with kaggle competitions and learning about machine learning

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 10 Commits
.gitignore		.gitignore
Spark ML intro.ipynb		Spark ML intro.ipynb
cifar.py		cifar.py
creditcard.py		creditcard.py
diabetes-elasticnet.py		diabetes-elasticnet.py
diabetes-gaussianopt.py		diabetes-gaussianopt.py
diabetes-hyperopt.py		diabetes-hyperopt.py
diabetes-rf.py		diabetes-rf.py
diabetes-smac.py		diabetes-smac.py
diabetes-stacking.py		diabetes-stacking.py
diabetes-svr.py		diabetes-svr.py
diabetes-tpot-result.py		diabetes-tpot-result.py
diabetes-tpot.py		diabetes-tpot.py
diabetes-xgb.py		diabetes-xgb.py
harddrive-lstm.py		harddrive-lstm.py
harddrive.py		harddrive.py
huizen.csv		huizen.csv
huizen.py		huizen.py
huizen2.csv		huizen2.csv
industrial_production.csv		industrial_production.csv
industrial_production.py		industrial_production.py
iris-decision-tree.py		iris-decision-tree.py
iris-ensemble.py		iris-ensemble.py
iris-gbm.py		iris-gbm.py
iris-smac.py		iris-smac.py
iris-svm.py		iris-svm.py
iris-tpot-result.py		iris-tpot-result.py
iris-tpot.py		iris-tpot.py
kaggle-houses-clean.py		kaggle-houses-clean.py
kaggle-houses-data_description.txt		kaggle-houses-data_description.txt
kaggle-houses-lightgbm-smac.py		kaggle-houses-lightgbm-smac.py
kaggle-houses-sample_submission.csv		kaggle-houses-sample_submission.csv
kaggle-houses-test.csv		kaggle-houses-test.csv
kaggle-houses-train.csv		kaggle-houses-train.csv
kaggle-houses.py		kaggle-houses.py
kaggle-mnist-keras.py		kaggle-mnist-keras.py
kaggle-mnist-predictions.csv		kaggle-mnist-predictions.csv
kaggle-mnist-test.csv		kaggle-mnist-test.csv
kaggle-mnist-train.csv		kaggle-mnist-train.csv
kaggle-mnist.py		kaggle-mnist.py
kaggle-nyc-catboost.py		kaggle-nyc-catboost.py
kaggle-nyc-keras.py		kaggle-nyc-keras.py
kaggle-nyc-lightgbm.py		kaggle-nyc-lightgbm.py
kaggle-nyc-rf.py		kaggle-nyc-rf.py
kaggle-nyc-stacking.py		kaggle-nyc-stacking.py
kaggle-nyc-xgboost.py		kaggle-nyc-xgboost.py
kaggle_ensemble_geomean.py		kaggle_ensemble_geomean.py
kaggle_ensemble_mean.py		kaggle_ensemble_mean.py
lake_erie.py		lake_erie.py
lenex-corporation-shipment-of-ra.csv		lenex-corporation-shipment-of-ra.csv
lenex_corp.py		lenex_corp.py
mean-monthly-air-temperature-deg.csv		mean-monthly-air-temperature-deg.csv
mercedes-bagging-keras.py		mercedes-bagging-keras.py
mercedes-ensemble.py		mercedes-ensemble.py
mercedes-et.py		mercedes-et.py
mercedes-fetch.py		mercedes-fetch.py
mercedes-keras.py		mercedes-keras.py
mercedes-kernel-stacked.py		mercedes-kernel-stacked.py
mercedes-knn.py		mercedes-knn.py
mercedes-lightgbm.py		mercedes-lightgbm.py
mercedes-pipe.py		mercedes-pipe.py
mercedes-rf.py		mercedes-rf.py
mercedes-tpot-1.py		mercedes-tpot-1.py
mercedes-tpot-2.py		mercedes-tpot-2.py
mercedes-tpot-3.py		mercedes-tpot-3.py
mercedes-tpot-4.py		mercedes-tpot-4.py
mercedes-tpot-5.py		mercedes-tpot-5.py
mercedes-tpot-6.py		mercedes-tpot-6.py
mercedes-tpot-automl.py		mercedes-tpot-automl.py
mercedes-xgb-baseline.py		mercedes-xgb-baseline.py
mercedes-xgboost-stack.py		mercedes-xgboost-stack.py
mercedes-xgboost.py		mercedes-xgboost.py
monthly-lake-erie-levels-1921-19.csv		monthly-lake-erie-levels-1921-19.csv
nottingham.py		nottingham.py
porto-keras.py		porto-keras.py
porto-keras2.py		porto-keras2.py
porto-lgbm.py		porto-lgbm.py
porto-rf.py		porto-rf.py
porto-xgb-tuning.py		porto-xgb-tuning.py
porto-xgboost.py		porto-xgboost.py
sberbank-geomean.csv		sberbank-geomean.csv
sberbank-keras.py		sberbank-keras.py
sberbank-mean.csv		sberbank-mean.csv
sberbank-play.py		sberbank-play.py
sberbank-predict-avg-price.py		sberbank-predict-avg-price.py
sberbank-price-multiplier.py		sberbank-price-multiplier.py
sberbank-submission-ensemble-svr-xgboosts.csv		sberbank-submission-ensemble-svr-xgboosts.csv
sberbank-submission-keras.csv		sberbank-submission-keras.csv
sberbank-submission-xgb-svm.csv		sberbank-submission-xgb-svm.csv
sberbank-weekly-mean-price.csv		sberbank-weekly-mean-price.csv
sberbank-xgboost.py		sberbank-xgboost.py
sberbank_data_dictionary.txt		sberbank_data_dictionary.txt
sberbank_macro.csv		sberbank_macro.csv
sberbank_sample_submission.csv		sberbank_sample_submission.csv
sberbank_test.csv		sberbank_test.csv
sberbank_train.csv		sberbank_train.csv
sentiment-deep-learning.py		sentiment-deep-learning.py
stacking-cv-example.py		stacking-cv-example.py
titanic-mlxtend-ensemble.py		titanic-mlxtend-ensemble.py
titanic-submission.csv		titanic-submission.csv