├── .gitattributes ├── .gitignore ├── LICENSE ├── MNIST ├── __init__.py ├── train_LSTM.py ├── train_MetaLSTM.py ├── train_MetaRNN.py ├── train_RNN.py ├── train_base_LSTM.py └── train_base_RNN.py ├── Modules ├── MetaNormLSTM.py ├── MetaRNNCells.py ├── MetaRNNs.py ├── NormLSTM.py ├── RNNCells.py ├── RNNs.py └── __init__.py ├── NER ├── Module │ ├── __init__.py │ ├── char.py │ ├── cove_encoder.py │ ├── crf.py │ ├── encoder.py │ └── ner.py ├── Tests │ ├── __init__.py │ ├── assist.py │ ├── cellulars │ │ ├── __init__.py │ │ ├── train_BioNLP13CG.py │ │ ├── train_BioNLP13PC.py │ │ ├── train_CRAFT.py │ │ └── train_jointCellulars.py │ ├── embeddings │ │ ├── __init__.py │ │ ├── train_cove_300d.py │ │ └── train_glove_300d.py │ ├── group │ │ ├── __init__.py │ │ ├── cc │ │ │ ├── __init__.py │ │ │ ├── train_BioNLP13CG-cc.py │ │ │ ├── train_BioNLP13PC-cc.py │ │ │ ├── train_CRAFT-cc.py │ │ │ └── train_joint-cc.py │ │ ├── cell │ │ │ ├── __init__.py │ │ │ ├── train_BioNLP13CG-cell.py │ │ │ ├── train_CRAFT-cell.py │ │ │ └── train_joint-cell.py │ │ ├── chem │ │ │ ├── __init__.py │ │ │ ├── train_BC4CHEMD.py │ │ │ ├── train_BC5CDR-chem.py │ │ │ ├── train_BioNLP11ID-chem.py │ │ │ ├── train_BioNLP13CG-chem.py │ │ │ ├── train_BioNLP13PC-chem.py │ │ │ ├── train_CRAFT-chem.py │ │ │ └── train_joint-chem.py │ │ ├── disease │ │ │ ├── __init__.py │ │ │ ├── train_BC5CDR-disease.py │ │ │ ├── train_NCBI-disease.py │ │ │ └── train_joint-disease.py │ │ └── species │ │ │ ├── __init__.py │ │ │ ├── train_BioNLP11ID-species.py │ │ │ ├── train_BioNLP13CG-species.py │ │ │ ├── train_CRAFT-species.py │ │ │ ├── train_joint-species.py │ │ │ └── train_linnaeus.py │ └── train_optimizers.py ├── __init__.py ├── train_BaseLSTM.py ├── train_BaseRNN.py ├── train_LSTM.py ├── train_MetaLSTM.py ├── train_MetaRNN.py ├── train_NormLSTM.py ├── train_RNN.py └── utils │ ├── __init__.py │ ├── alphabet.py │ ├── config.py │ ├── functions.py │ ├── helpers.py │ └── metric.py ├── README.md ├── images ├── base_LSTM_CoNLL-2003.PNG ├── base_LSTM_MNIST.PNG ├── base_RNN_CoNLL-2003.PNG ├── base_RNN_MNIST.PNG ├── catnlp_logo.png ├── cellulars │ ├── cellulars1.PNG │ ├── cellulars2.PNG │ └── cellulars3.PNG ├── embeddings │ └── embedding_glove_cove-300.PNG ├── meta_LSTM_CoNLL-2003.PNG ├── meta_RNN_LSTM_CoNLL-2003.PNG ├── meta_RNN_LSTM_MNIST.PNG └── optimizers │ ├── dev_optimizers.png │ ├── loss_optimizers.png │ ├── test_optimizers.png │ └── train_optimizers.png ├── requirements.txt ├── test_MetaRNNs.ipynb ├── test_RNNs.ipynb └── train_MultiMetaLSTM.py /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/.gitattributes -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/LICENSE -------------------------------------------------------------------------------- /MNIST/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/MNIST/__init__.py -------------------------------------------------------------------------------- /MNIST/train_LSTM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/MNIST/train_LSTM.py -------------------------------------------------------------------------------- /MNIST/train_MetaLSTM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/MNIST/train_MetaLSTM.py -------------------------------------------------------------------------------- /MNIST/train_MetaRNN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/MNIST/train_MetaRNN.py -------------------------------------------------------------------------------- /MNIST/train_RNN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/MNIST/train_RNN.py -------------------------------------------------------------------------------- /MNIST/train_base_LSTM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/MNIST/train_base_LSTM.py -------------------------------------------------------------------------------- /MNIST/train_base_RNN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/MNIST/train_base_RNN.py -------------------------------------------------------------------------------- /Modules/MetaNormLSTM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/Modules/MetaNormLSTM.py -------------------------------------------------------------------------------- /Modules/MetaRNNCells.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/Modules/MetaRNNCells.py -------------------------------------------------------------------------------- /Modules/MetaRNNs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/Modules/MetaRNNs.py -------------------------------------------------------------------------------- /Modules/NormLSTM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/Modules/NormLSTM.py -------------------------------------------------------------------------------- /Modules/RNNCells.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/Modules/RNNCells.py -------------------------------------------------------------------------------- /Modules/RNNs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/Modules/RNNs.py -------------------------------------------------------------------------------- /Modules/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/Modules/__init__.py -------------------------------------------------------------------------------- /NER/Module/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Module/__init__.py -------------------------------------------------------------------------------- /NER/Module/char.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Module/char.py -------------------------------------------------------------------------------- /NER/Module/cove_encoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Module/cove_encoder.py -------------------------------------------------------------------------------- /NER/Module/crf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Module/crf.py -------------------------------------------------------------------------------- /NER/Module/encoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Module/encoder.py -------------------------------------------------------------------------------- /NER/Module/ner.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Module/ner.py -------------------------------------------------------------------------------- /NER/Tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/__init__.py -------------------------------------------------------------------------------- /NER/Tests/assist.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/assist.py -------------------------------------------------------------------------------- /NER/Tests/cellulars/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/cellulars/__init__.py -------------------------------------------------------------------------------- /NER/Tests/cellulars/train_BioNLP13CG.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/cellulars/train_BioNLP13CG.py -------------------------------------------------------------------------------- /NER/Tests/cellulars/train_BioNLP13PC.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/cellulars/train_BioNLP13PC.py -------------------------------------------------------------------------------- /NER/Tests/cellulars/train_CRAFT.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/cellulars/train_CRAFT.py -------------------------------------------------------------------------------- /NER/Tests/cellulars/train_jointCellulars.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/cellulars/train_jointCellulars.py -------------------------------------------------------------------------------- /NER/Tests/embeddings/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/embeddings/__init__.py -------------------------------------------------------------------------------- /NER/Tests/embeddings/train_cove_300d.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/embeddings/train_cove_300d.py -------------------------------------------------------------------------------- /NER/Tests/embeddings/train_glove_300d.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/embeddings/train_glove_300d.py -------------------------------------------------------------------------------- /NER/Tests/group/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/__init__.py -------------------------------------------------------------------------------- /NER/Tests/group/cc/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/cc/__init__.py -------------------------------------------------------------------------------- /NER/Tests/group/cc/train_BioNLP13CG-cc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/cc/train_BioNLP13CG-cc.py -------------------------------------------------------------------------------- /NER/Tests/group/cc/train_BioNLP13PC-cc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/cc/train_BioNLP13PC-cc.py -------------------------------------------------------------------------------- /NER/Tests/group/cc/train_CRAFT-cc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/cc/train_CRAFT-cc.py -------------------------------------------------------------------------------- /NER/Tests/group/cc/train_joint-cc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/cc/train_joint-cc.py -------------------------------------------------------------------------------- /NER/Tests/group/cell/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/cell/__init__.py -------------------------------------------------------------------------------- /NER/Tests/group/cell/train_BioNLP13CG-cell.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/cell/train_BioNLP13CG-cell.py -------------------------------------------------------------------------------- /NER/Tests/group/cell/train_CRAFT-cell.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/cell/train_CRAFT-cell.py -------------------------------------------------------------------------------- /NER/Tests/group/cell/train_joint-cell.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/cell/train_joint-cell.py -------------------------------------------------------------------------------- /NER/Tests/group/chem/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/chem/__init__.py -------------------------------------------------------------------------------- /NER/Tests/group/chem/train_BC4CHEMD.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/chem/train_BC4CHEMD.py -------------------------------------------------------------------------------- /NER/Tests/group/chem/train_BC5CDR-chem.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/chem/train_BC5CDR-chem.py -------------------------------------------------------------------------------- /NER/Tests/group/chem/train_BioNLP11ID-chem.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/chem/train_BioNLP11ID-chem.py -------------------------------------------------------------------------------- /NER/Tests/group/chem/train_BioNLP13CG-chem.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/chem/train_BioNLP13CG-chem.py -------------------------------------------------------------------------------- /NER/Tests/group/chem/train_BioNLP13PC-chem.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/chem/train_BioNLP13PC-chem.py -------------------------------------------------------------------------------- /NER/Tests/group/chem/train_CRAFT-chem.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/chem/train_CRAFT-chem.py -------------------------------------------------------------------------------- /NER/Tests/group/chem/train_joint-chem.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/chem/train_joint-chem.py -------------------------------------------------------------------------------- /NER/Tests/group/disease/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/disease/__init__.py -------------------------------------------------------------------------------- /NER/Tests/group/disease/train_BC5CDR-disease.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/disease/train_BC5CDR-disease.py -------------------------------------------------------------------------------- /NER/Tests/group/disease/train_NCBI-disease.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/disease/train_NCBI-disease.py -------------------------------------------------------------------------------- /NER/Tests/group/disease/train_joint-disease.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/disease/train_joint-disease.py -------------------------------------------------------------------------------- /NER/Tests/group/species/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/species/__init__.py -------------------------------------------------------------------------------- /NER/Tests/group/species/train_BioNLP11ID-species.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/species/train_BioNLP11ID-species.py -------------------------------------------------------------------------------- /NER/Tests/group/species/train_BioNLP13CG-species.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/species/train_BioNLP13CG-species.py -------------------------------------------------------------------------------- /NER/Tests/group/species/train_CRAFT-species.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/species/train_CRAFT-species.py -------------------------------------------------------------------------------- /NER/Tests/group/species/train_joint-species.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/species/train_joint-species.py -------------------------------------------------------------------------------- /NER/Tests/group/species/train_linnaeus.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/group/species/train_linnaeus.py -------------------------------------------------------------------------------- /NER/Tests/train_optimizers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/Tests/train_optimizers.py -------------------------------------------------------------------------------- /NER/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/__init__.py -------------------------------------------------------------------------------- /NER/train_BaseLSTM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/train_BaseLSTM.py -------------------------------------------------------------------------------- /NER/train_BaseRNN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/train_BaseRNN.py -------------------------------------------------------------------------------- /NER/train_LSTM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/train_LSTM.py -------------------------------------------------------------------------------- /NER/train_MetaLSTM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/train_MetaLSTM.py -------------------------------------------------------------------------------- /NER/train_MetaRNN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/train_MetaRNN.py -------------------------------------------------------------------------------- /NER/train_NormLSTM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/train_NormLSTM.py -------------------------------------------------------------------------------- /NER/train_RNN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/train_RNN.py -------------------------------------------------------------------------------- /NER/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/utils/__init__.py -------------------------------------------------------------------------------- /NER/utils/alphabet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/utils/alphabet.py -------------------------------------------------------------------------------- /NER/utils/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/utils/config.py -------------------------------------------------------------------------------- /NER/utils/functions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/utils/functions.py -------------------------------------------------------------------------------- /NER/utils/helpers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/utils/helpers.py -------------------------------------------------------------------------------- /NER/utils/metric.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/NER/utils/metric.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/README.md -------------------------------------------------------------------------------- /images/base_LSTM_CoNLL-2003.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/images/base_LSTM_CoNLL-2003.PNG -------------------------------------------------------------------------------- /images/base_LSTM_MNIST.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/images/base_LSTM_MNIST.PNG -------------------------------------------------------------------------------- /images/base_RNN_CoNLL-2003.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/images/base_RNN_CoNLL-2003.PNG -------------------------------------------------------------------------------- /images/base_RNN_MNIST.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/images/base_RNN_MNIST.PNG -------------------------------------------------------------------------------- /images/catnlp_logo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/images/catnlp_logo.png -------------------------------------------------------------------------------- /images/cellulars/cellulars1.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/images/cellulars/cellulars1.PNG -------------------------------------------------------------------------------- /images/cellulars/cellulars2.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/images/cellulars/cellulars2.PNG -------------------------------------------------------------------------------- /images/cellulars/cellulars3.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/images/cellulars/cellulars3.PNG -------------------------------------------------------------------------------- /images/embeddings/embedding_glove_cove-300.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/images/embeddings/embedding_glove_cove-300.PNG -------------------------------------------------------------------------------- /images/meta_LSTM_CoNLL-2003.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/images/meta_LSTM_CoNLL-2003.PNG -------------------------------------------------------------------------------- /images/meta_RNN_LSTM_CoNLL-2003.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/images/meta_RNN_LSTM_CoNLL-2003.PNG -------------------------------------------------------------------------------- /images/meta_RNN_LSTM_MNIST.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/images/meta_RNN_LSTM_MNIST.PNG -------------------------------------------------------------------------------- /images/optimizers/dev_optimizers.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/images/optimizers/dev_optimizers.png -------------------------------------------------------------------------------- /images/optimizers/loss_optimizers.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/images/optimizers/loss_optimizers.png -------------------------------------------------------------------------------- /images/optimizers/test_optimizers.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/images/optimizers/test_optimizers.png -------------------------------------------------------------------------------- /images/optimizers/train_optimizers.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/images/optimizers/train_optimizers.png -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/requirements.txt -------------------------------------------------------------------------------- /test_MetaRNNs.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/test_MetaRNNs.ipynb -------------------------------------------------------------------------------- /test_RNNs.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/test_RNNs.ipynb -------------------------------------------------------------------------------- /train_MultiMetaLSTM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/catnlp/metaLSTM/HEAD/train_MultiMetaLSTM.py --------------------------------------------------------------------------------