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A quick walk-through of the innards of LSTMs and a naive implementation of the Mogrifier LSTM paper in PyTorch

Hierarchical BiLSTM CNN using Keras

An LSTM RNN for restoring missing punctuation in unsegmented text.

Files and Scripts to run Tesseract 5 LSTM Training using fonts

CNN+LSTM, Attention based, and MUTAN-based models for Visual Question Answering

Time series forecasting

Release a public wind power dataset

Malware Classification using Machine learning

AutoDiff DAG constructor, built on numpy and Cython. A Neural Turing Machine and DeepQ agent run on it. Clean code for educational purpose.

Pytorch Implementation of Stochastic MuZero for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variations.