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Language: Python
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Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
You like pytorch? You like micrograd? You love tinygrad! ❤️
tiktoken is a fast BPE tokeniser for use with OpenAI's models.
Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/
Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/
Implementation of Q-Transformer, Scalable Offline Reinforcement Learning via Autoregressive Q-Functions, out of Google Deepmind
Universal Tensor Operations in Einstein-Inspired Notation for Python.
Swarm training framework using Haiku + JAX + Ray for layer parallel transformer language models on unreliable, heterogeneous nodes
Flask-based package for monitoring utilisation of nVidia GPUs.
🏛️A research-friendly codebase for fast experimentation of single-agent reinforcement learning in JAX • End-to-End JAX RL