教程：机器学习教程和基础知识
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2021-02-05
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tutorials-master.zip （52个子文件） 
tutorials-master 
.gitignore 95B images 
datawiz.png 37KB python_fundamentals data 311-service-requests.csv 52.5MB bikes.csv 13KB weather_2012.csv 492KB weather_2012.sqlite 7KB README.md 199B popularity-contest 185KB pandas_timestamps.ipynb 21KB pandas_profiling.ipynb 6KB README.md 304B regular_expression.ipynb 39KB pandas_data_aggregation.ipynb 82KB basic_numpy.ipynb 37KB README.md 3KB machine_learning rf_x_fastai.ipynb 123KB simple_auto_backward_elimination_for_linear_regression.ipynb 15KB decision_tree.ipynb 15KB docs decision_tree.png 270KB computer_vision image_recognition images 
mammal.jpg 427KB asparagus.jpg 258KB lion.jpg 358KB results.png 800KB buick.jpg 196KB aircraft.jpg 155KB balloon-2921973_1280.jpg 417KB windsurfing.jpg 308KB owl.jpg 140KB giant-eagle.jpg 275KB image_recognition_keras_inception.ipynb 1.05MB README.md 166B stock_prediction stock_prediction_CNN.ipynb 82KB stock_prediction_LSTM_pytorch.ipynb 564KB stock_prediction_LSTM.ipynb 142KB docs LSTM_pytorch.png 21KB data_visualization 
gmap.html 6KB animations_with_matplotlib live_graph_stock.csv 105B README.md 665B live_graph.py 619B docs 
live_graph.gif 289KB README.md 188B interpolations.ipynb 357KB interactive_geo_plot_with_bokeh.ipynb 2KB word_cloud.ipynb 385KB docs interpolation_1.png 196KB interpolation_2.png 70KB gmap.png 222KB mnist.png 393B natural_language_processing data 
constitution.txt 26KB pantip-pos-most_common.csv 17KB pantip-neg-most_common.csv 16KB simple_Thai_text_preprocessing.ipynb 20KB资源评论
