modu_nlp_tutorials

Modulabs NLP & Sequential Modeling - Lectures with Python/Tensorflow Tutorials

Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
datasets		datasets
presentation		presentation
pytorch		pytorch
01.01.01.SequenceModeling_Pandas.ipynb		01.01.01.SequenceModeling_Pandas.ipynb
01.01.02.SequenceModeling_TimeSeries.ipynb		01.01.02.SequenceModeling_TimeSeries.ipynb
01.01.03.SequenceModeling_ARIMA.ipynb		01.01.03.SequenceModeling_ARIMA.ipynb
01.02.01.SequenceModeling_MLP.ipynb		01.02.01.SequenceModeling_MLP.ipynb
01.02.02.SequenceModeling_VanillaRNN.ipynb		01.02.02.SequenceModeling_VanillaRNN.ipynb
01.02.03.SequenceModeling_LSTM.ipynb		01.02.03.SequenceModeling_LSTM.ipynb
02.01.01.word2vec_with_keras.ipynb		02.01.01.word2vec_with_keras.ipynb
02.02.01.text_classification_LSTM.ipynb		02.02.01.text_classification_LSTM.ipynb
03.01.01.image_classification_CNN.ipynb		03.01.01.image_classification_CNN.ipynb
03.01.02.image_classification_Feature_Visualization.ipynb		03.01.02.image_classification_Feature_Visualization.ipynb
03.02.01.text_classification_Conv1D.ipynb		03.02.01.text_classification_Conv1D.ipynb
03.02.02.text_classification_Conv1D_LSTM.ipynb		03.02.02.text_classification_Conv1D_LSTM.ipynb
03.03.01.MNIST_Featuring_AutoEncoder.ipynb		03.03.01.MNIST_Featuring_AutoEncoder.ipynb
03.03.02.MNIST_featuring_ConvAutoEncoder.ipynb		03.03.02.MNIST_featuring_ConvAutoEncoder.ipynb
03.04.01.Feature_Visualization_t-SNE.ipynb		03.04.01.Feature_Visualization_t-SNE.ipynb
04.01.01.NeuralTranslation_with_seq2seq.ipynb		04.01.01.NeuralTranslation_with_seq2seq.ipynb
04.01.02.NeuralTranslation_with_attention.ipynb		04.01.02.NeuralTranslation_with_attention.ipynb
05.01.01.NeuralTranslation_with_SelfAttention.ipynb		05.01.01.NeuralTranslation_with_SelfAttention.ipynb
README.md		README.md
dataloader.py		dataloader.py
ljqpy.py		ljqpy.py
requirements.txt		requirements.txt
transformer.py		transformer.py

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