├── README.md └── src ├── cis ├── .gitignore ├── __init__.py └── deep │ ├── .gitignore │ ├── __init__.py │ └── utils │ ├── .gitignore │ ├── __init__.py │ ├── classification │ ├── __init__.py │ └── apps │ │ ├── __init__.py │ │ ├── calc_error_metrics.py │ │ ├── classify.py │ │ ├── classify_mode.py │ │ ├── classify_xval.py │ │ └── prepare_significance_test.py │ ├── clustering │ ├── __init__.py │ └── apps │ │ ├── __init__.py │ │ └── kmeans.py │ ├── embeddings │ └── __init__.py │ ├── lm │ └── __init__.py │ ├── misc │ ├── __init__.py │ └── apps │ │ ├── __init__.py │ │ ├── automatic_cluster_labeling.py │ │ └── combine_files.py │ ├── preprocessing │ ├── __init__.py │ ├── apps │ │ ├── __init__.py │ │ ├── convert_apnews_to_text.py │ │ ├── escape_regex.py │ │ ├── filter_file_by_lines.py │ │ ├── preprocess.py │ │ ├── splitter.py │ │ ├── text_to_bow.py │ │ ├── text_to_features.py │ │ ├── tokenizer.py │ │ └── word_count.py │ └── corpus.py │ ├── statistics │ ├── __init__.py │ └── apps │ │ ├── __init__.py │ │ └── calc_matrix_statistics.py │ ├── text.py │ ├── theano │ ├── .gitignore │ ├── __init__.py │ ├── gpu_test.py │ └── log_reg.py │ └── visualization │ ├── __init__.py │ └── apps │ ├── __init__.py │ └── visualize_by_tsne.py ├── common_functions.py ├── load_data.py ├── logistic_sgd.py ├── mlp.py ├── train_AttentiveConvNet_SNLI_light.py ├── train_AttentiveConvNet_easy_version.py └── word2embeddings ├── .DS_Store ├── .gitignore ├── AUTHORS.rst ├── MANIFEST.in ├── README.rst ├── __init__.py ├── apps ├── __init__.py ├── analyze_lbl_distribution.py ├── classify_imdb_docs.py ├── create_embeddings.py ├── extract_model_data.py ├── extract_words_with_we.py ├── prepare_brown_file.py ├── test_mlp.py ├── train_mlp.py ├── train_model.py ├── use_lm.py └── use_model.py ├── lm ├── __init__.py └── networks.py ├── nn ├── .DS_Store ├── .gitignore ├── __init__.py ├── layers.py ├── networks.py ├── predictor.py ├── tools.py ├── trainer.py └── util.py └── tools ├── .gitignore ├── __init__.py ├── examples_generator.py ├── theano_extensions.py └── util.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/README.md -------------------------------------------------------------------------------- /src/cis/.gitignore: -------------------------------------------------------------------------------- 1 | /__init__.pyc 2 | -------------------------------------------------------------------------------- /src/cis/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/cis/deep/.gitignore: -------------------------------------------------------------------------------- 1 | /__init__.pyc 2 | -------------------------------------------------------------------------------- /src/cis/deep/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/__init__.py -------------------------------------------------------------------------------- /src/cis/deep/utils/.gitignore: -------------------------------------------------------------------------------- 1 | /__init__.pyc 2 | -------------------------------------------------------------------------------- /src/cis/deep/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/__init__.py -------------------------------------------------------------------------------- /src/cis/deep/utils/classification/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/classification/__init__.py -------------------------------------------------------------------------------- /src/cis/deep/utils/classification/apps/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/cis/deep/utils/classification/apps/calc_error_metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/classification/apps/calc_error_metrics.py -------------------------------------------------------------------------------- /src/cis/deep/utils/classification/apps/classify.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/classification/apps/classify.py -------------------------------------------------------------------------------- /src/cis/deep/utils/classification/apps/classify_mode.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/classification/apps/classify_mode.py -------------------------------------------------------------------------------- /src/cis/deep/utils/classification/apps/classify_xval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/classification/apps/classify_xval.py -------------------------------------------------------------------------------- /src/cis/deep/utils/classification/apps/prepare_significance_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/classification/apps/prepare_significance_test.py -------------------------------------------------------------------------------- /src/cis/deep/utils/clustering/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/clustering/__init__.py -------------------------------------------------------------------------------- /src/cis/deep/utils/clustering/apps/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/cis/deep/utils/clustering/apps/kmeans.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/clustering/apps/kmeans.py -------------------------------------------------------------------------------- /src/cis/deep/utils/embeddings/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/embeddings/__init__.py -------------------------------------------------------------------------------- /src/cis/deep/utils/lm/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/lm/__init__.py -------------------------------------------------------------------------------- /src/cis/deep/utils/misc/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/misc/__init__.py -------------------------------------------------------------------------------- /src/cis/deep/utils/misc/apps/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/cis/deep/utils/misc/apps/automatic_cluster_labeling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/misc/apps/automatic_cluster_labeling.py -------------------------------------------------------------------------------- /src/cis/deep/utils/misc/apps/combine_files.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/misc/apps/combine_files.py -------------------------------------------------------------------------------- /src/cis/deep/utils/preprocessing/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/cis/deep/utils/preprocessing/apps/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/cis/deep/utils/preprocessing/apps/convert_apnews_to_text.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/preprocessing/apps/convert_apnews_to_text.py -------------------------------------------------------------------------------- /src/cis/deep/utils/preprocessing/apps/escape_regex.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/preprocessing/apps/escape_regex.py -------------------------------------------------------------------------------- /src/cis/deep/utils/preprocessing/apps/filter_file_by_lines.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/preprocessing/apps/filter_file_by_lines.py -------------------------------------------------------------------------------- /src/cis/deep/utils/preprocessing/apps/preprocess.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/preprocessing/apps/preprocess.py -------------------------------------------------------------------------------- /src/cis/deep/utils/preprocessing/apps/splitter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/preprocessing/apps/splitter.py -------------------------------------------------------------------------------- /src/cis/deep/utils/preprocessing/apps/text_to_bow.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/preprocessing/apps/text_to_bow.py -------------------------------------------------------------------------------- /src/cis/deep/utils/preprocessing/apps/text_to_features.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/preprocessing/apps/text_to_features.py -------------------------------------------------------------------------------- /src/cis/deep/utils/preprocessing/apps/tokenizer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/preprocessing/apps/tokenizer.py -------------------------------------------------------------------------------- /src/cis/deep/utils/preprocessing/apps/word_count.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/preprocessing/apps/word_count.py -------------------------------------------------------------------------------- /src/cis/deep/utils/preprocessing/corpus.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/preprocessing/corpus.py -------------------------------------------------------------------------------- /src/cis/deep/utils/statistics/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/statistics/__init__.py -------------------------------------------------------------------------------- /src/cis/deep/utils/statistics/apps/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/cis/deep/utils/statistics/apps/calc_matrix_statistics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/statistics/apps/calc_matrix_statistics.py -------------------------------------------------------------------------------- /src/cis/deep/utils/text.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/text.py -------------------------------------------------------------------------------- /src/cis/deep/utils/theano/.gitignore: -------------------------------------------------------------------------------- 1 | /__init__.pyc 2 | -------------------------------------------------------------------------------- /src/cis/deep/utils/theano/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/theano/__init__.py -------------------------------------------------------------------------------- /src/cis/deep/utils/theano/gpu_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/theano/gpu_test.py -------------------------------------------------------------------------------- /src/cis/deep/utils/theano/log_reg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/theano/log_reg.py -------------------------------------------------------------------------------- /src/cis/deep/utils/visualization/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/visualization/__init__.py -------------------------------------------------------------------------------- /src/cis/deep/utils/visualization/apps/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/cis/deep/utils/visualization/apps/visualize_by_tsne.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/cis/deep/utils/visualization/apps/visualize_by_tsne.py -------------------------------------------------------------------------------- /src/common_functions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/common_functions.py -------------------------------------------------------------------------------- /src/load_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/load_data.py -------------------------------------------------------------------------------- /src/logistic_sgd.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/logistic_sgd.py -------------------------------------------------------------------------------- /src/mlp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/mlp.py -------------------------------------------------------------------------------- /src/train_AttentiveConvNet_SNLI_light.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/train_AttentiveConvNet_SNLI_light.py -------------------------------------------------------------------------------- /src/train_AttentiveConvNet_easy_version.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/train_AttentiveConvNet_easy_version.py -------------------------------------------------------------------------------- /src/word2embeddings/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/.DS_Store -------------------------------------------------------------------------------- /src/word2embeddings/.gitignore: -------------------------------------------------------------------------------- 1 | /__init__.pyc 2 | -------------------------------------------------------------------------------- /src/word2embeddings/AUTHORS.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/AUTHORS.rst -------------------------------------------------------------------------------- /src/word2embeddings/MANIFEST.in: -------------------------------------------------------------------------------- 1 | include README.md 2 | -------------------------------------------------------------------------------- /src/word2embeddings/README.rst: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/word2embeddings/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/__init__.py -------------------------------------------------------------------------------- /src/word2embeddings/apps/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/apps/__init__.py -------------------------------------------------------------------------------- /src/word2embeddings/apps/analyze_lbl_distribution.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/apps/analyze_lbl_distribution.py -------------------------------------------------------------------------------- /src/word2embeddings/apps/classify_imdb_docs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/apps/classify_imdb_docs.py -------------------------------------------------------------------------------- /src/word2embeddings/apps/create_embeddings.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/apps/create_embeddings.py -------------------------------------------------------------------------------- /src/word2embeddings/apps/extract_model_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/apps/extract_model_data.py -------------------------------------------------------------------------------- /src/word2embeddings/apps/extract_words_with_we.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/apps/extract_words_with_we.py -------------------------------------------------------------------------------- /src/word2embeddings/apps/prepare_brown_file.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/apps/prepare_brown_file.py -------------------------------------------------------------------------------- /src/word2embeddings/apps/test_mlp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/apps/test_mlp.py -------------------------------------------------------------------------------- /src/word2embeddings/apps/train_mlp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/apps/train_mlp.py -------------------------------------------------------------------------------- /src/word2embeddings/apps/train_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/apps/train_model.py -------------------------------------------------------------------------------- /src/word2embeddings/apps/use_lm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/apps/use_lm.py -------------------------------------------------------------------------------- /src/word2embeddings/apps/use_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/apps/use_model.py -------------------------------------------------------------------------------- /src/word2embeddings/lm/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/word2embeddings/lm/networks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/lm/networks.py -------------------------------------------------------------------------------- /src/word2embeddings/nn/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/nn/.DS_Store -------------------------------------------------------------------------------- /src/word2embeddings/nn/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/nn/.gitignore -------------------------------------------------------------------------------- /src/word2embeddings/nn/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/word2embeddings/nn/layers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/nn/layers.py -------------------------------------------------------------------------------- /src/word2embeddings/nn/networks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/nn/networks.py -------------------------------------------------------------------------------- /src/word2embeddings/nn/predictor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/nn/predictor.py -------------------------------------------------------------------------------- /src/word2embeddings/nn/tools.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/nn/tools.py -------------------------------------------------------------------------------- /src/word2embeddings/nn/trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/nn/trainer.py -------------------------------------------------------------------------------- /src/word2embeddings/nn/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/nn/util.py -------------------------------------------------------------------------------- /src/word2embeddings/tools/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/tools/.gitignore -------------------------------------------------------------------------------- /src/word2embeddings/tools/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/word2embeddings/tools/examples_generator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/tools/examples_generator.py -------------------------------------------------------------------------------- /src/word2embeddings/tools/theano_extensions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/tools/theano_extensions.py -------------------------------------------------------------------------------- /src/word2embeddings/tools/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinwenpeng/Attentive_Convolution/HEAD/src/word2embeddings/tools/util.py --------------------------------------------------------------------------------