Chainer implementation of Networks for Learning Video Representations
Located at models/unsupervised_videos.
Srivastava, Nitish, Elman Mansimov, and Ruslan Salakhudinov.
Unsupervised learning of video representations using lstms."
International conference on machine learning. 2015.
See https://github.com/emansim/unsupervised-videos for the original implementation.
Located at models/conv_lstm.
Xingjian, S. H. I., et al.
"Convolutional LSTM network: A machine learning approach for precipitation nowcasting."
Advances in neural information processing systems. 2015.
Deep Episodic Memory: Encoding, Recalling, and Predicting Episodic Experiences for Robot Action Execution
Located at models/deep_episodic_memory.
Rothfuss, Jonas, et al.
"Deep Episodic Memory: Encoding, Recalling, and Predicting Episodic Experiences for Robot Action Execution."
arXiv preprint arXiv:1801.04134 (2018).
- Clone this repository
- Install this package using
pip
cd chainervr
pip install .- (Optional) If you plan to use with GPU, please install appropriate
cupypackage.
pip install cupy-cuda91 # for CUDA 9.1
# or
pip install cupy-cuda92 # for CUDA 9.2
# and so on.Yuki Furuta <[email protected]>
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