Machine-Learning
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2021-03-28
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Machine-Learning-master.zip （76个子文件） 
Machine-Learning-master Machine-Learning-II theory 
Topic_1_kernels.note 14.41MB homeworks hw_09 temp.py 1B hw_08 homework_practice_08_random_features_khaykin_gleb.ipynb 1023KB .DS_Store 6KB
Scikit-learn-scheme.png 221KB Machine-Learning-I .DS_Store 6KB seminars sem15_features .ipynb_checkpoints sem16_features-checkpoint.ipynb 1.43MB train_sem_features.csv 12.77MB test_sem_features.csv 5.23MB sem16_features.ipynb 2.23MB sem03_pandas .ipynb_checkpoints sem03_pandas-checkpoint.ipynb 160KB .DS_Store 6KB
pandas.jpg 148KB sem03_pandas.ipynb 160KB sem10_texts .ipynb_checkpoints sem10_texts-checkpoint.ipynb 78KB negative.csv 23.32MB positive.csv 25.02MB sem10_texts.ipynb 78KB .DS_Store 10KB sem14_boosting2 .ipynb_checkpoints sem14_boosting2-checkpoint.ipynb 532KB catboost.cbm 8.88MB catboost_info catboost_training.json 10KB learn_error.tsv 1KB learn events.out.tfevents 5KB time_left.tsv 952B sem14_boosting2.ipynb 532KB titanic.csv 59KB
lightgbm.txt 454KB sem16_clustering_dimensionality_reduction sem16_clustering_dimensionality_reduction.ipynb 2.79MB sem12_bagging_forests .ipynb_checkpoints sem12_bagging_forests-checkpoint.ipynb 904KB sem12_bagging_forests.ipynb 905KB sem07_grads .ipynb_checkpoints sem07_grads-checkpoint.ipynb 8.9MB sem07_grads_full-checkpoint.ipynb 8.91MB sem07_grads_no_code-checkpoint.ipynb 1.97MB sem07_grads_main-checkpoint.ipynb 1.97MB .DS_Store 6KB sem07_grads.ipynb 8.9MB sem05_knn .ipynb_checkpoints sem05_knn-checkpoint.ipynb 337KB sem05_knn.ipynb 748KB sem09_logreg_svm .ipynb_checkpoints sem09_logreg_svm-checkpoint.ipynb 1.75MB .DS_Store 6KB sem09_logreg_svm.ipynb 1.75MB sem04_matplotlib .ipynb_checkpoints sem04-matplotlib-checkpoint.ipynb 4.47MB sem04-matplotlib.ipynb 4.47MB sem13_gradboost .ipynb_checkpoints sem13_gradboost-checkpoint.ipynb 2.92MB sem13_gradboost.ipynb 2.92MB train_bio.csv 17.76MB sem08_linclass .ipynb_checkpoints sem08_linclass-checkpoint.ipynb 913KB sem08_linclass.ipynb 913KB sem11_trees .ipynb_checkpoints sem11_trees-checkpoint.ipynb 179KB tree_example.png 68KB sem11_trees.ipynb 2.2MB sem06_linreg .ipynb_checkpoints sem06_linreg-checkpoint.ipynb 496KB sem06_linreg.ipynb 496KB sem02_numpy .ipynb_checkpoints sem02_numpy-checkpoint.ipynb 25KB .DS_Store 6KB sem02_numpy.ipynb 25KB add_python_stuff .ipynb_checkpoints additional_python_stuff-checkpoint.ipynb 42KB sample.txt 26B additional_python_stuff.ipynb 42KB theory 
ML_I_notes.pdf 3.2MB README.md 1KB homeworks .DS_Store 6KB hw3 .ipynb_checkpoints hw3_texts-checkpoint.ipynb 159KB .DS_Store 6KB avito_data.csv 18.32MB hw3_texts.ipynb 159KB hw2 .ipynb_checkpoints hw2-checkpoint.ipynb 1.09MB train.csv 450KB hw2.ipynb 1.09MB hw1 .ipynb_checkpoints hw1-checkpoint.ipynb 1.25MB train.csv 59KB hw1.ipynb 1.25MB hw4 .ipynb_checkpoints hw4_boosting-checkpoint.ipynb 2.03MB hw4_boosting.ipynb 2.03MB diabetes.csv 23KB
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