RCNLP

Application of Reservoir Computing to Natural Language Processing tasks. The following experiments are available in this project:

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Multidimensional memory :
Symbol memory :

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RCNLP

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Name		Name	Last commit message	Last commit date
Latest commit History 182 Commits
core		core
graphs		graphs
models		models
results		results
.gitignore		.gitignore
README.md		README.md
already_seen.py		already_seen.py
author_clustering.py		author_clustering.py
author_clustering_author_embeddings_iqla.py		author_clustering_author_embeddings_iqla.py
author_clustering_distance.py		author_clustering_distance.py
author_clustering_distance_two_authors.py		author_clustering_distance_two_authors.py
author_clustering_document_embeddings.py		author_clustering_document_embeddings.py
author_clustering_documents.py		author_clustering_documents.py
author_clustering_explorer.py		author_clustering_explorer.py
author_clustering_find_reservoir.py		author_clustering_find_reservoir.py
author_clustering_one_reservoir.py		author_clustering_one_reservoir.py
author_clustering_semisupervised.py		author_clustering_semisupervised.py
author_clustering_semisupervised_esn_distance.py		author_clustering_semisupervised_esn_distance.py
author_clustering_with_pos.py		author_clustering_with_pos.py
author_clustering_with_pos_explorer.py		author_clustering_with_pos_explorer.py
author_clustering_with_tags.py		author_clustering_with_tags.py
author_clustering_with_word_vectors.py		author_clustering_with_word_vectors.py
author_identification_elena_ferrante.py		author_identification_elena_ferrante.py
authorship_attribution.py		authorship_attribution.py
authorship_attribution_author_identification.py		authorship_attribution_author_identification.py
authorship_attribution_author_identification_author_samples.py		authorship_attribution_author_identification_author_samples.py
authorship_attribution_explorer.py		authorship_attribution_explorer.py
authorship_attribution_multiply.py		authorship_attribution_multiply.py
authorship_attribution_n_authors.py		authorship_attribution_n_authors.py
authorship_attribution_n_authors_authors.py		authorship_attribution_n_authors_authors.py
authorship_attribution_n_authors_reservoir_samples.py		authorship_attribution_n_authors_reservoir_samples.py
authorship_attribution_n_authors_reservoir_size.py		authorship_attribution_n_authors_reservoir_size.py
authorship_attribution_n_authors_sentence_classification.py		authorship_attribution_n_authors_sentence_classification.py
authorship_attribution_n_authors_training_size.py		authorship_attribution_n_authors_training_size.py
authorship_attribution_output_graph.py		authorship_attribution_output_graph.py
authorship_attribution_sentence_classification.py		authorship_attribution_sentence_classification.py
authorship_attribution_two_authors_author_sample.py		authorship_attribution_two_authors_author_sample.py
authorship_attribution_two_authors_combined_inputs_perfs.py		authorship_attribution_two_authors_combined_inputs_perfs.py
authorship_attribution_two_authors_compare_models.py		authorship_attribution_two_authors_compare_models.py
authorship_attribution_two_authors_debugging.py		authorship_attribution_two_authors_debugging.py
authorship_attribution_two_authors_inputs_perfs.py		authorship_attribution_two_authors_inputs_perfs.py
authorship_attribution_two_authors_leaky_rate.py		authorship_attribution_two_authors_leaky_rate.py
authorship_attribution_two_authors_letters.py		authorship_attribution_two_authors_letters.py
authorship_attribution_two_authors_one_hot_inputs.py		authorship_attribution_two_authors_one_hot_inputs.py
authorship_attribution_two_authors_reservoir_sample.py		authorship_attribution_two_authors_reservoir_sample.py
authorship_attribution_two_authors_reservoir_size.py		authorship_attribution_two_authors_reservoir_size.py
authorship_attribution_two_authors_spectral_radius.py		authorship_attribution_two_authors_spectral_radius.py
authorship_attribution_two_authors_training_size.py		authorship_attribution_two_authors_training_size.py
authorship_attribution_two_authors_two_sided_inputs.py		authorship_attribution_two_authors_two_sided_inputs.py
authorship_attribution_with_function_words.py		authorship_attribution_with_function_words.py
authorship_attribution_with_pos.py		authorship_attribution_with_pos.py
authorship_attribution_with_tags.py		authorship_attribution_with_tags.py
authorship_attribution_with_word_vectors.py		authorship_attribution_with_word_vectors.py
authorship_diarization.py		authorship_diarization.py
create_iqla_giat_dataset.py		create_iqla_giat_dataset.py
create_pca_model.py		create_pca_model.py
echo_language_model.py		echo_language_model.py
echo_language_model_one_hot.py		echo_language_model_one_hot.py
echo_language_model_one_hot_test_embeddings.py		echo_language_model_one_hot_test_embeddings.py
echo_language_model_one_hot_wikipedia.py		echo_language_model_one_hot_wikipedia.py
echo_language_model_tiny.py		echo_language_model_tiny.py
esn_ngram_analyze.py		esn_ngram_analyze.py
flatten_reuters_dataset.py		flatten_reuters_dataset.py
iqla_author_identification.py		iqla_author_identification.py
iqla_authorship_attribution.py		iqla_authorship_attribution.py
multiple_memory.py		multiple_memory.py
pan16_author_clustering_task.py		pan16_author_clustering_task.py
pca_reduction.py		pca_reduction.py
prepare_dataset.py		prepare_dataset.py
switch_attractor.py		switch_attractor.py
switch_attractor_explorer.py		switch_attractor_explorer.py
switch_attractor_two_reservoirs.py		switch_attractor_two_reservoirs.py
symbol_memory.py		symbol_memory.py
wikipedia_cleaner.py		wikipedia_cleaner.py
word_embeddings_generator.py		word_embeddings_generator.py

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