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Srinivasa Sarma's Projects

alto icon alto

Explore the basics of machine learning by building your own teachable object at home.

applied-ml icon applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

char-rnn icon char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

einops icon einops

Deep learning operations reinvented (for pytorch, tensorflow, jax and others)

fairscale icon fairscale

PyTorch extensions for high performance and large scale training.

raft icon raft

Golang implementation of the Raft consensus protocol

ravens icon ravens

Train robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.

rl-resources icon rl-resources

A curated collection of reinforcement learning resources

sam icon sam

SAM: Sharpness-Aware Minimization (PyTorch)

transformers icon transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

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