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1. DeepLabCut/DeepLabCut DeepLabCut/DeepLabCut Public

   Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans

   Python 5.5k 1.8k

2. TensorCrafter TensorCrafter Public

   TensorCrafter is an efficient, from-scratch reimplementation of einops.rearrange with full support for complex patterns, split axes, ellipses, and error handling. Built to be robust, iterative, and…

   Jupyter Notebook 3

3. smol-bpe-tokenizer smol-bpe-tokenizer Public

   A lightweight, from-scratch implementation of Byte Pair Encoding (BPE) tokenization in Python.

   Python 4

4. Optimizers Optimizers Public

   PyTorch Implementation of Optimizers for Deep Learning from scratch.

   Python 2

5. NLP-Reading-List NLP-Reading-List Public

   A curated collection of NLP and LLM resources. Covers essential papers and blogs on Transformers, Reinforcement Learning (RLHF, DPO, GRPO), Mechanistic Interpretability, Scaling Laws, and MLSys.

   9