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Authorship attribution with Echo State Network-based Reservoir Computing (Part of the RCNLP project)
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corpus
data
datasets
embeddings
modules
outputs
parameters
pca
tools
.gitignore
LICENSE
README.md
analyze_certainty.py
c3_700nx.p
cenc_1400nx.p
char2grams_embeddings.py
character_2gram_embedding_for_AA.py
character_3gram_embedding_for_AA.py
character_embedding_for_AA.py
character_embeddings.py
cnn_character_feature_selector.py
cnn_feature_selector.py
cnn_gram_feature_selector.py
cnn_gram_feature_selector_linear_test.py
cnn_gram_feature_selector_test.py
cnn_gram_feature_selector_to_dict.py
commands.txt
compute_pca.py
create_embedding_data.py
create_pca_model.py
dataset_create.py
dataset_create_stream.py
echo_text_classifier.py
echo_text_classifier_data_size.py
echo_text_classifier_torch.py
echo_text_classifier_torch_cnn.py
echo_text_classifier_torch_dataset_size.py
echo_text_classifier_torch_test.py
encoders_charenc_shuffle.py
encoders_wordenc_shuffle.py
feature_selector_cenc_dataset_size.py
feature_selector_cenc_shuffle.py
feature_selector_character_embedding.py
feature_selector_cnn_character.py
feature_selector_cnn_character_shuffle.py
feature_selector_cnn_character_shuffle_pretrain.py
feature_selector_cnn_gram.py
feature_selector_cnn_gram_dataset_size.py
feature_selector_cnn_gram_shuffle.py
feature_selector_cnn_gram_shuffle_pretrain.py
feature_selector_comparator.py
feature_selector_visualisation.py
feature_selector_wenc_shuffle.py
model_baseline_decision_tree_sentence.py
model_baseline_decision_tree_sklearn.py
model_baseline_naive_bayes.py
model_baseline_naive_bayes_dataset_size.py
model_baseline_naive_bayes_sentences.py
model_baseline_naive_bayes_sklearn.py
model_baseline_random_forest_dataset_size.py
model_baseline_random_forest_sklearn.py
model_baseline_svm.py
model_baseline_svm_dataset_size.py
model_baseline_svm_sentence.py
model_deep_esn.py
model_esn_reduced_hidden_states.py
model_esn_stacked.py
model_esn_with_echotorch.py
model_esn_with_echotorch_POI.py
model_esn_with_echotorch_ccsaa_dataset_size.py
model_esn_with_echotorch_cenc_dataset_size.py
model_esn_with_echotorch_cgfs_dataset_size.py
model_esn_with_echotorch_dataset_size.py
model_esn_with_echotorch_ensemble.py
model_esn_with_echotorch_generator.py
model_esn_with_echotorch_output_analysis.py
model_esn_with_echotorch_sentence.py
model_esn_with_echotorch_stream.py
model_esn_with_oger.py
model_gated_esn.py
model_gru.py
model_lstm.py
success_rate_comparison.ods
test_arguments.py
test_linear_classifier.py
word_2gram_embedding_for_AA.py
word_embedding_for_AA.py
word_gram_embedding_for_AA.py
wv_1000nx.p

README.md

RCNLP-authorship-attribution

Authorship attribution with Echo State Network-based Reservoir Computing (Part of the RCNLP project)

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