├── .gitignore ├── bigmart.ipynb ├── black_friday.ipynb ├── comparing_models.ipynb ├── data ├── AirPassengers.csv ├── airline_sentiment.csv ├── bigmart.csv ├── black-friday.csv ├── crowdflower-search-relevance.csv ├── green_tripdata_2016_01_01.csv ├── home-depot.csv ├── houses.csv ├── loans-data.csv ├── ltr.csv ├── matchpyramid.json ├── mpg.csv ├── reuters21578.csv ├── seniority-level-english-jf.csv ├── seniority-level-english.csv ├── seniority-level-jf.csv ├── seniority-level.csv ├── seniority-nl.csv.gz ├── titanic-passengers.csv ├── ts2.csv └── twitter-hate-speech.csv ├── evaluating.ipynb ├── exploratory_data_analysis_auto_mpg.ipynb ├── exploratory_data_analysis_titanic.ipynb ├── feature_engineering_data_analysis_taxi.ipynb ├── img ├── cross-validation.png ├── learning_curve.png ├── process.dia ├── process.png └── under_over_fit.jpg ├── learning_curves.ipynb ├── loans_acceptance.ipynb ├── ltr.ipynb ├── nlp_airline_sentiment.ipynb ├── nlp_hate_speech.ipynb ├── nlp_hate_speech_neural.ipynb ├── nlp_learn_to_match.ipynb ├── nlp_neural_networks.ipynb ├── nlp_nltk.ipynb ├── nlp_pos_tagging.ipynb ├── nlp_reuters.ipynb ├── nlp_seniority_level.ipynb ├── nlp_seniority_level_dutch.ipynb ├── nlp_seniority_level_english.ipynb ├── nlp_similarity_crowdflower.ipynb ├── parameter_tuning_gridsearchcv.ipynb ├── parameter_tuning_hyperopt.ipynb ├── parameter_tuning_randomizedsearchcv.ipynb ├── preprocessing_encoding.ipynb ├── preprocessing_scaling.ipynb ├── readme.md ├── requirements.txt ├── spark_mllib_airline_sentiment.ipynb ├── stats_tests.ipynb ├── time_series_2.ipynb ├── timeseries.ipynb ├── ts_food_demand.ipynb └── underfit_overfit.ipynb /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EikeDehling/machine-learnings/HEAD/.gitignore -------------------------------------------------------------------------------- /bigmart.ipynb: 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