awesome-torch
A curated list of awesome Torch tutorials, projects and communities
https://github.com/carpedm20/awesome-torch
Last synced: about 16 hours ago
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Tutorials
- Applied Deep Learning for Computer Vision with Torch - torch.pdf)
- Deep Learning with Torch - A 60-minute blitz
- NNGraph - graph style neural networks
- Character-level Recurrent networks. An introduction to real-world nngraph RNN training
- Deep-Q Reinforcement learning to play Atari games
- Machine Learning with Torch
- Oxford Computer Science - Machine Learning 2015
- Implementing LSTMs with nngraph
- Community Wiki (Cheatseet) for Torch
- Learn Lua in 15 Minutes
- Demos & Turorials for Torch
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Model Zoo
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Recurrent Networks
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Reinforcement Learning
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- Deep Q-network - Atari-Deep-Q-Learner](https://github.com/kuz/DeepMind-Atari-Deep-Q-Learner)
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- Deep Q-Networks for Accelerating the Training of Deep Neural Networks
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- Atari paper - nets/Playing_Atari_with_Deep_Reinforcement_Learning.md)), combined with a [Spatial Transformer](https://arxiv.org/abs/1506.02025).
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- ViZDoom
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- rltorch
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- Deep Q-network - Atari-Deep-Q-Learner](https://github.com/kuz/DeepMind-Atari-Deep-Q-Learner)
- Deep Q-network - Atari-Deep-Q-Learner](https://github.com/kuz/DeepMind-Atari-Deep-Q-Learner)
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Convolutional Networks
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- ResNet training in Torch
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- Multi-Scale Context Aggregation by Dilated Convolutions
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- Joint Unsupervised Learning (JULE) of Deep Representations and Image Clusters
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- 3D CNN
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ETC
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Libraries
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Links
Programming Languages
Categories