File tree

• 05_spider
  • 01_douban.py
  • 01_爬虫介绍.ipynb
  • 02_网页解析和存储.ipynb
• 06_deep_learning
  • 07keras
    • 01.base.py
    • 02mlp_multi_classification.py
    • 03mlp_binary_classification.py
    • 04vgg_conv.py
    • 05lstm_classification.py
    • 06sequential.py
    • 07shared_lstm.py
    • 08imdb_fasttext.py
    • 09fasttext_multi_classification.py
    • 10seq2seq_trans.py
    • 11lstm_text_generation.py
    • 12rnn_num_add.py
    • 13rnn_num_multiplication.py
    • README.md
    • babi
      • __init__.py
      • babi_memnn.py
      • babi_rnn.py
      • babi_rnn_infer.py
      • util.py
    • fra-eng
      • fra.txt
  • 14BP
    • AveragePerceptron.py
    • PerceptronTagger.py
    • __init__.py
  • 17tensorflow
    • 01.seq2seq_demo.py
    • 1_base
      • graph.py
      • l2.py
      • learning_rate.py
      • tensor.py
    • 2_network
      • basic_seq2seq.py
      • ckpt_file.py
      • cnn.py
      • pb_saver.py
      • rnn.py
    • 3_dssm
      • config.py
    • 4_cnn_text_classification
      • README.md
      • config.py
      • data_helpers.py
      • data
        • en_polarity
          • neg.txt
          • pos.txt
        • input_data.txt
        • zh_polarity_sample
          • neg_sample.txt
          • pos_sample.txt
        • zh_polarity
          • neg.txt
          • pos.txt
      • eval.py
      • text_cnn.py
      • train.py
      • util.py
    • 5_lm
      • ngram
        • ngram.py
      • rnnlm
        • data_util.py
        • model.py
        • simple-examples/data
          • README
          • ptb.char.test.txt
          • ptb.char.train.txt
          • ptb.char.valid.txt
          • ptb.test.txt
          • ptb.train.txt
          • ptb.valid.txt
    • 6_bert
      • __init__.py
      • fine_tune_squad.py
      • run_squad.sh
    • data
      • 0.png
      • 1.png
      • 2.png
      • 3.png
      • 4.png
      • 5.png
      • 6.png
      • 7.png
      • 8.png
      • 9.png
      • label.txt
      • letters_source.txt
      • letters_target.txt
      • models
        • checkpoint
        • combined_model.pb
        • model.ckpt.data-00000-of-00001
        • model.ckpt.index
        • model.ckpt.meta
      • t10k-images-idx3-ubyte.gz
      • t10k-images-idx3-ubyte
      • t10k-labels-idx1-ubyte.gz
      • t10k-labels-idx1-ubyte
      • train-images-idx3-ubyte.gz
      • train-labels-idx1-ubyte.gz
      • train-labels-idx1-ubyte
    • mnist
      • __init__.py
      • m_mnist.py
      • mnist.py
      • mnist_convolutional.py
      • parse_mnist_pic.py
    • tf2
      • 101image_classification.py
      • 102text_classification.py
      • 103struct_data_classify.ipynb
      • 104transformer_mt.ipynb
      • 2my_model.py
      • 3keras_train.py
      • 5save_model.py
      • 6eagar_execution.py
      • 8autograph.py
      • __init__.py
      • base_demo.py
      • classifier_demo.py
      • classifier_demo2.py
      • classifier_demo3.py
  • 20pytorch
    • 01.tensor.py
    • 02.conv.py
    • 02.variable.py
    • 03.neural_network.py
    • 03.padding.py
    • 04.channels.py
    • 04.cifar10.py
    • 05.build_nn_model.ipynb
    • 05.pooling.py
    • 06.fizzbuzz_network.ipynb
    • 06.lenet.py
    • 07.word_emb.ipynb
    • 07.word_embedding_detail.ipynb
    • 08.language-model.ipynb
    • 08.language_model.py
    • 09.sentiment_classification.ipynb
    • 09.sentiment_classification_avg.py
    • 09.sentiment_classification_cnn.py
    • 09.sentiment_classification_rnn.py
    • 10.seq2seq_attention.py
    • 11.tensorboard_net.py
    • 12.transformer_language_model.ipynb
    • 13.transformer_translate.ipynb
    • 14.ignite_demo.py
    • CNN-Image-Classification.ipynb
    • __init__.py
    • audio_preprocessing_tutorial.ipynb
    • char_rnn_classification_tutorial.ipynb
    • char_rnn_generation_tutorial.ipynb
    • data
      • eng-fra.txt
      • names
        • Arabic.txt
        • Chinese.txt
        • Czech.txt
        • Dutch.txt
        • English.txt
        • French.txt
        • German.txt
        • Greek.txt
        • Irish.txt
        • Italian.txt
        • Japanese.txt
        • Korean.txt
        • Polish.txt
        • Portuguese.txt
        • Russian.txt
        • Scottish.txt
        • Spanish.txt
        • Vietnamese.txt
      • steam-train-whistle-daniel_simon-converted-from-mp3.wav
    • language-model.ipynb
    • mnist_classification.py
    • neural_style_tutorial.ipynb
    • pad_pack.py
    • pos_tag_allennlp.py
    • seq2seq_translation_tutorial.ipynb
    • seq2seq_translation_tutorial.py
    • sequence_models_tutorial.ipynb
    • spatial_transformer_tutorial.ipynb
    • style_GAN.ipynb
    • transfer_learning_tutorial.ipynb
    • wiki_data_download.py
  • classifier_model.pkl
  • classifier_vectorizer.pkl
  • cls_vis.ipynb
  • my_eli5.ipynb
  • train_seg_sample.txt
• 06_tool
  • README.md
  • argparse_demo.py
  • click_demo.py
  • dp_money.py
  • greedy.py
  • logger.py
  • profile_demo.py
  • profiler工具.md
  • re_demo.py
  • send_email.py
• 08_nlp
  • 06nltk
    • 01.tagger.py
    • 02.tagger_performance.py
    • 03.unigram_bigram.py
    • 04.n-gram.py
    • 05.brill_tagger.py
    • 06.sex_classifier.py
    • 07.pos_feature.py
    • 08.pos_classifier.py
    • 09.entropy.py
    • 10.chunk.py
    • 11.ambiguity.py
    • 12.text_classification.py
    • 13.grammar.py
    • 14.syntax.py
    • 15.lm_model.py
    • model
      • __init__.py
      • counter.py
      • ngram.py
  • 08sentiment
    • Sentiment.py
    • __init__.py
    • lexicon.txt
    • sentiment_demo.py
  • 09qa
    • __init__.py
    • chatterbot_demo
      • __init__.py
      • base.py
      • export.py
      • learn_feedback.py
      • memory.py
      • response.py
      • terminal_demo.py
      • train_en_model.py
    • chinese_rasa
      • endpoints.yml
    • deeppavlov_demo.py
    • practice
      • __init__.py
  • 12gensim
    • 01.pickle.py
    • 02.word2vec.py
    • 03.wordsimilarity.py
    • 04.doc2vec.py
    • 04.doc2vec_demo.py
    • 05.tensorflow.py
    • 06.sentiment_analysis.py
    • __init__.py
    • doc2v.py
  • 13wordcloud
    • __init__.py
    • chinese-wordcloud.py
    • constitution.py
    • wordcloud-demo.py
  • 15Ngram
    • __init__.py
    • config.py
    • evaluate.py
    • seg_ngram.py
    • wordseg.py
  • 19xgboost
    • README.md
    • __init__.py
    • basic_xgb.py
    • data
      • test.data.sample
      • testing_seg_sample.txt
      • train.data.sample
      • training_seg_sample.txt
    • feature.py
    • infer.py
    • lr.py
    • test.py
    • test_variant.py
    • train.py
    • xgb.py
    • xgb_lr.py
    • xgb_util.py
  • 21xlearn
    • __init__.py
    • example_lr_iris.py
    • xlearn_demo.py
  • 22data-mining
    • classifier_model_stack.py
    • frequent_patterns
      • apriori.py
      • dataSet
        • connectPro.txt
        • dblpDataAll.txt
        • unixData8_pro.txt
      • eclat.py
      • fp_growth.py
      • fp_node.py
      • freq_utils.py
      • main.py
    • prob_stack.py
    • words_pattern
      • search.py
  • 29t2t
    • 01.nmt.py
    • Tensor2Tensor_Intro.ipynb
    • nmt.md
  • 31fasttext
    • classify.py
    • pyfasttext_demo.py
    • test_sample.txt
    • train_sample.txt
    • vector.py
  • 37confident-learning
    • 01cleanlib_demo.py
    • 02cleanlib_error_detect_demo.py
    • 03cleanlib_retrain_model_isri_demo.py
    • 04cleanlib_retrain_model_digit_demo.py
  • 38stock
    • LSTM实现股票预测--pytorch 版本-V1.0.ipynb
    • LSTM实现股票预测--pytorch 版本-V2.0.ipynb
    • README.md
    • __init__.py
    • lstm_demo
      • README.md
      • __init__.py
      • config.py
      • data_utils.py
      • dataprocess.py
      • data
        • readme
        • test_mix.csv
        • train_mix-17-18.csv
        • train_mix-19.csv
      • lstm_model.py
    • query_stocks.py
    • rnn.pkl
    • sh.csv
  • 39transformers
    • 1embedding.py
    • 2classification.py
    • 3qa.py
    • 4fillmask.py
    • 5clm.py
    • 6gpt.py
    • 7ner.py
    • 8summary.py
    • 9translation.py
    • __init__.py
  • active_learning
    • Active_Learning_Tutorial.ipynb
    • active_learning_mnist.ipynb
    • active_learning_risk.ipynb
    • demo1.py
    • mnist_label.py
  • classification.py
  • hobbs
    • __init__.py
    • demorefl.txt
    • demosents.txt
    • female.txt
    • hobbs.py
    • male.txt
  • text_cluster
    • __init__.py
    • feature.py
    • sklearn_cluster.py
    • yl_10.txt
  • wordseg
    • 01wordseg.py
    • 02fasthan_demo.py
    • __init__.py
    • cut_file.py
    • dynamic_samples.txt
• 10_cv
  • 01image_classification_demo.py
  • __init__.py
  • custom_background
    • __init__.py
    • data
      • bicycle-1.jpg
      • car-1-removebg-preview.png
      • field-1.jpg
    • segmap.py
  • data_enhancement
    • __init__.py
    • data
      • flower.png
      • grassland1.jpeg
      • pil_resize_flower.png
    • more_image_data.py
    • resize_demo.py
  • find_similar_images.py
  • imagehash_demo.py
  • search
    • __init__.py
    • annoy_demo.py
    • annoy_image_search.py
    • cv_image_search.py
    • data
      • flower.png
      • flower_big.png
      • flower_part.png
      • flower_small.png
      • grassland1.jpeg
      • image1.png
      • image2.png
      • images
        • bicycle-1.jpg
        • car-1.jpg
        • car-2.1.jpg
        • car-2.jpg
        • field-1.jpg
        • field-2.jpg
        • football-1.jpg
        • football-2.jpg
        • mod.jpg
        • moto-1.jpg
        • moto-2.jpg
        • ocean-1.jpg
        • ocean-2.jpg
        • orig.jpg
        • road-1.jpg
        • road-2.jpg
        • surfing-1.jpg
        • surfing-2.jpg
      • sc
        • numbers.png
        • numbers_test1.png
        • numbers_test2.png
        • numbers_test3.png
      • warp
        • mod.jpg
        • orig.jpg
    • p_hash.py
  • watermark.py
• 11_speech
  • data
    • 16k.wav
  • pyaudio_make_play_callback_demo.py
  • pyaudio_make_play_demo.py
  • pyaudio_play_callback_demo.py
  • pyaudio_play_demo.py
  • pyaudio_record_demo.py
• 13_tool
  • 01_markdown
    • __init__.py
    • b.md
    • c.md
    • convert_to_html.py
    • custom_parser.py
    • mistune_demo.py
    • parse_demo.py
    • temp.md
    • temp_parser.py
  • 02_yaml
    • __init__.py
    • a.yml
    • demo.py
    • domain-demo.py
    • domain.yml
    • yaml_demo.py
    • yaml_demo.yaml
    • yaml_demo2.py
  • 32echart
    • advance_method_click.py
    • advance_method_template.py
    • bar_demo.py
    • city_map_demo.py
    • country_map_demo.py
    • geo_map_demo.py
    • geo_place_lat.py
    • geo_price_demo.py
    • province_map_demo.py
    • test_utils.py
    • tpl.html
    • wordcloud_demo.py
  • 35wechat-tool
    • add_friend
      • README.md
      • __init__.py
      • auto_adb.py
      • main.py
    • control_api.py
    • itchat_demo_file.py
    • itchat_demo_register.py
    • itchat_demo_reply.py
    • itchat_demo_robot.py
    • wxpy_demo_search.py
  • tool
    • async_demo1.py
    • bert_emb_demo.py
    • bio_to_ner.py
    • build_seq2seq_train_data.py
    • check_num.py
    • check_rule.py
    • cn_first_name.txt
    • common_chinese_word.txt
    • compare_each_in_set.py
    • corenlp_seg.py
    • count_rate.py
    • del_nouse.py
    • first_name_list.py
    • get_human_result.py
    • get_normal_word.py
    • get_user.py
    • gradio_demo.py
    • greedy.py
    • ltp_demo.py
    • m_concurrent.py
    • matchzoo_demo.py
    • parrots_demo.py
    • send_email.py
  • tornado_demo
    • 01demo.py
    • 02opt_cmd.py
    • 03opt_file.py
    • 04opt_py.py
    • 05router.py
    • 06argument.py
    • 07upload.py
    • 08regex_uri.py
    • 09calc_demo.py
    • 10redis_demo.py
    • 11pi_demo.py
    • 12pi_dict_demo.py
    • 13websocket.py
    • __init__.py
    • config.ini
    • config.py
    • index.html
    • templates
      • login.html
• README.md
• data
  • README.md
  • babi_tasks_1-20_v1-2.tar.gz
  • cloud
    • alice.txt
    • constitution.txt
    • girl.jpg
    • new-hope.txt
  • douban_imdb_data
    • neg.txt
    • pos.txt
    • unsup.txt
  • eng-fra.txt
  • names
    • Arabic.txt
    • Chinese.txt
    • Czech.txt
    • Dutch.txt
    • English.txt
    • French.txt
    • German.txt
    • Greek.txt
    • Irish.txt
    • Italian.txt
    • Japanese.txt
    • Korean.txt
    • Polish.txt
    • Portuguese.txt
    • Russian.txt
    • Scottish.txt
    • Spanish.txt
    • Vietnamese.txt
  • ngram_wordseg
    • TrainData.txt
    • dic.txt
    • gold.txt
    • result.txt
    • statistic.txt
    • test.txt
  • nietzsche.txt
  • sogou_classifier_data
    • test_sample
      • C000008_test.txt
    • test
      • C000008_test.txt
      • C000010_test.txt
      • C000013_test.txt
    • train_sample
      • C000008_train_sample.txt
    • train
      • C000008.txt
      • C000010.txt
      • C000013.txt
    • 搜狗分类语料说明.txt
  • stopword.txt
  • tianlongbabu.txt
  • xlearn_data
    • small_test.txt
    • small_train.txt