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1. rnn_zoo rnn_zoo Public

   This repository tests various recurrent neural network architectures on baseline datasets SeqMNIST and pMNIST.

   Python 22 4

2. MCFlow MCFlow Public

   Monte Carlo Flow Models for Data Imputation

   Python 18 4

3. conv_lstm_cell conv_lstm_cell Public

   Custom built ConvLSTM cell in Tensorflow and PyTorch

   Python 15 3

4. collision_avoidant_reinforcement collision_avoidant_reinforcement Public

   This repository implements a deep reinforcement learning algorithm designed to utilize uncertainty in robotic model dynamics to learn to avoid future collisions.

   Python 7

5. deep_dynamics deep_dynamics Public

   This repository implements a general data-driven framework for robotic-collision detection. Train a neural network to regress future states given the current state and action. Stochatsic forward pa…

   Python 1

6. educational_material educational_material Public

   Deep learning tutorials and education material for robotic scenarios -- Intel Sponsored

   Python 3