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baseline_model Added l2 regularization Mar 9, 2017
Analysis_embeddings_trained_jointly.ipynb analysis attention May 30, 2017
Attention_Mechanism_Analysis.ipynb analysis attention May 30, 2017
Bayesian Hyperparameters Optimization - Attention to embeddings.ipynb Added example of Parameter Bayesian optimization Feb 26, 2018
Embedding Analysis.ipynb embedding analysis May 19, 2017
Embedding_analysis_Pretrained_and_fine-tune.ipynb analysis attention May 30, 2017
ML Baseline.ipynb ml baseline and separated test set Mar 22, 2017
Movielens Evaluation.ipynb added movielens experiment with attentional mechanism Apr 19, 2017
Output Embeddings Analysis.ipynb statistical signficance test Jun 28, 2017
check_statistical_significance.py statistical signficance test Jun 28, 2017
dataset.py update May 10, 2017
dataset_2RNN.py new model with 2 rnn Mar 28, 2017
dataset_dynamic.py analysis attention May 30, 2017
evaluation_santander.py dynamich dataset that manages several training files to avoid load al… May 15, 2017
experiment.py Backpropagate intermediate errors May 15, 2017
experiment_attentional.py update May 11, 2017
experiment_model2RNN.py new model with 2 rnn Mar 28, 2017
experiment_movielens.py statistical signficance test Jun 28, 2017
experiment_movielens_attentional.py Analysis embeddings learnt jointly May 26, 2017
generate_embeddings_movielens.py statistical signficance test Jun 28, 2017
model2_RNN.py new model with 2 rnn Mar 28, 2017
movielens_evaluation.py statistical signficance test Jun 28, 2017
movielens_evaluation_split.py analysis attention May 30, 2017
movielens_frequency_baseline.py statistical signficance test Jun 28, 2017
movielens_random_baseline.py embedding analysis May 19, 2017
preprocess_movielens.py Analysis embeddings learnt jointly May 26, 2017
preprocess_santander.py Backpropagate intermediate errors May 15, 2017
rnn_attentional.py analysis attention May 30, 2017
rnn_attentional_surfsara.py attentional rnn Apr 3, 2017
rnn_dynamic.py Analysis embeddings learnt jointly May 26, 2017
rnn_static.py added dynamic rnn with padding right - still not working Mar 17, 2017
skipgram.ipynb statistical signficance test Jun 28, 2017
statistical_significance_randomization_tukey.py statistical signficance test Jun 28, 2017
tsn_visualization.py tsn visualization and representation separating interactions at the s… Mar 24, 2017
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