ml-mipt:MIPT的开放式机器学习课程
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2021-04-28
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ml-mipt:MIPT的开放式机器学习课程 （276个子文件） 
medical.csv 7.78MB forest_dataset.csv 1.23MB online_shoppers_intention.csv 1.02MB spam.csv 492KB white_wine_preprocessed.csv 345KB student-por.csv 67KB train.csv 60KB car_data.csv 57KB student-mat.csv 41KB energy_efficiency.csv 35KB test.csv 28KB automobile_dataset.csv 25KB glass.csv 10KB gender_submission.csv 3KB
convolution.gif 569KB pooling.gif 55KB 0_scoring.gif 3KB .gitignore 1KB week04_positional_encoding_carriers.ipynb 3.52MB week05_extra_visualization_and_instability.ipynb 2.78MB week04_complete_EDA.ipynb 1.04MB week04_extra_pictures_svd.ipynb 975KB week07_feature_importance_exercises.ipynb 829KB week15_VAE_practice.ipynb 816KB homework4_convolutional_cvae.ipynb 786KB week02_linear_regression.ipynb 735KB week05_decision_trees.ipynb 500KB week01_knn_practice.ipynb 412KB week01_simple_tools.ipynb 373KB vanishing_grad_example.ipynb 273KB plot_compare_methods.ipynb 271KB week02_extra_data_preprocessing_example_full.ipynb 255KB week02_extra_probabilistic_approach_and_multicollinearity.ipynb 225KB week12_cnn_seminar.ipynb 216KB Lab1_part2_SVM.ipynb 215KB week05_Intro_to_topic_modeling.ipynb 131KB Lab1_NLP_part_2.ipynb 128KB week09_nn_from_scratch.ipynb 113KB week02_extra_data_preprocessing_example.ipynb 95KB week05_BERT_Fine_Tunning.ipynb 89KB week03_logistic_regression.ipynb 76KB naive-bayes-spam-filtering.ipynb 69KB week08_qlearning_practice.ipynb 67KB week03_seq2seq_for_NMT.ipynb 49KB week03_seq2seq_NMT_no_bpe.ipynb 48KB Lab2_Atari_DQN.ipynb 45KB homework_modules.ipynb 44KB Lab1_part1_bagging.ipynb 41KB week06_extras_practice_stacking_blending.ipynb 37KB Homework_1_three_headed_network.ipynb 36KB week11_RL_for_seq2sec.ipynb 34KB week12_object_detection_practice.ipynb 33KB week07_MDP_practice.ipynb 33KB homework_test_modules.ipynb 29KB week02_CNN_for_texts.ipynb 27KB week10_intro_to_pytorch.ipynb 27KB Lab2_DQN_debug.ipynb 25KB Lab2_Atari_A2C.ipynb 25KB homework3_qlearning.ipynb 24KB HW1_kNN_and_Logistic_regression.ipynb 24KB week08_TextClassification_example_and_challenge.ipynb 23KB week06_Crossentropy_method.ipynb 22KB Lab1_NLP_part_1.ipynb 22KB week11_seq2seq_rnn_practice.ipynb 20KB week05_extra_trees_vs_linear_models.ipynb 19KB week03_extra_image_classifier.ipynb 19KB homework2_Attention_in_seq2seq.ipynb 19KB week06_gradient_boosting.ipynb 18KB week13_style_transfer.ipynb 18KB week01_fun_with_embeddings.ipynb 17KB week14_quantization_practice_additional.ipynb 15KB week09_approximate_Q_learning.ipynb 15KB week10_Reinforce_practice.ipynb 13KB Lab3_DL_part3.ipynb 13KB week03_extra_Attention_basics.ipynb 11KB homework_main-basic.ipynb 10KB Lab2_DL_part2.ipynb 10KB homework2_texts.ipynb 10KB Lab1_part3_boosting.ipynb 7KB week04_extra_multiclass_strategies_independent_seatwork.ipynb 7KB week06_gym_interfaces_example.ipynb 6KB week06_optional_project.ipynb 6KB homework_differentiation.ipynb 5KB homework_main-advanced.ipynb 4KB Lab2_DL_part1.ipynb 2KB waiting.jpeg 40KB
simpsons.jpg 268KB mipt.jpg 186KB cat_dog_sota.jpg 153KB img1.jpg 77KB mortal_combat.jpg 51KB ft.jpg 48KB img3.jpg 19KB img2.jpg 16KB data_preprocessed.json 147KB LICENSE 1KB extra_materials.md 7KB README.md 3KB README.md 2KB README.md 1KB共 276 条
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