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  • University of Illinois, Urbana-Champaign (UIUC)
  • San Francisco, CA
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  1. lancedb/lance lancedb/lance Public

    Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, Du…

    Rust 3.8k 207

  2. arrow-qpl arrow-qpl Public

    Forked from illinoisdata/arrow-qpl

    Apache Arrow modified to work with the Intel IAA accelerator using the Intel QPL library to speed up data processing (compression, decompression, and filtering)

    C++

  3. distributed-filesystem distributed-filesystem Public

    Implementation of a flat distributed filesystem, tested on 10 virtual machines. Supports fault tolerance, client transparency, and concurrency (read/write starvation). Details are given in the atta…

    Python

  4. GeoNet-PyTorch GeoNet-PyTorch Public

    A working implementation of GeoNet in PyTorch. (GeoNet can help estimate pixel level depth and pose in video frames, useful for vision and autonomous driving applications)

    Python 9 2

  5. numerical-methods numerical-methods Public

    Contains implementations of various numerical methods covering interpolation, differentiation, integration, ODE solvers, spectral/finite difference methods to solve PDEs, and root finding algorithms

    Python 2

  6. convex-optimization-admm convex-optimization-admm Public

    Implements the alternating direction method of multipliers and it's faster variants in python to optimize a quadratic program

    Jupyter Notebook 6 1