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Last active January 14, 2021 03:57
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DL_Resources.md

Deep Learning Resources

  1. Google colab - for free gpu..
  2. Papers with code - latest research with code.
  3. Fast.ai - simple tutorials with jupyter notebooks.
  4. Tensorflow tutorials. Pytorch tutorials - All of them have google colab notebooks to get started.
  5. Tensorflow hub - pretrained models for reuse.
  6. ONNX (open neural network exchange) - Easily convert models from one language to other. (Pytorch to TF etc)
  7. TensorRT - for optimizing models for production
  8. AWS, GCP, Paperspace and other clould services have servers with preinstalled libraries to put the models for production in one click.
  9. Two Minute Papers - Brief summary of AI papers. Mostly Computer vision and RL.

Other resources lists!

  1. Awesome-Tensorflow
  2. Awesome Pytorch and other similar "Awesome Lists"
  3. Useful Google colab notebook lists 1, 2
  4. Awesome Deep Learning
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