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searchivarius/README.md

Hi there 👋

I am Leo (Leonid) Boytsov. I have been writing code for more than 30 years, professionally since 1996.

  • I am a Sr. Research Scientist @ Amazon AWS AI Labs (opinions are my own).
  • I did my pH-D mid-career @ LTI/CMU.
  • I speak πtorch & C++ and work on IR, NLP, and CV.
  • I remember dependency parsing & gradient boosted decision trees.

Further links:

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  1. py_mtasklite py_mtasklite Public

    A missing piece of the Python multitask (both threads and processes) API: An extension that supports stateful worker pools & size-aware iterators.

    Python 3 1

  2. oaqa/FlexNeuART oaqa/FlexNeuART Public

    Flexible classic and NeurAl Retrieval Toolkit

    Java 214 35

  3. huggingface/accelerate huggingface/accelerate Public

    🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

    Python 7.9k 966

  4. huggingface/transformers huggingface/transformers Public

    🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

    Python 135k 27k

  5. nmslib/nmslib nmslib/nmslib Public

    Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.

    C++ 3.4k 450

  6. erikbern/ann-benchmarks erikbern/ann-benchmarks Public

    Benchmarks of approximate nearest neighbor libraries in Python

    Python 5k 748