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Omkar Salpekar's Projects

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Apache Arrow is a cross-language development platform for in-memory data. It specifies a standardized language-independent columnar memory format for flat and hierarchical data, organized for efficient analytic operations on modern hardware. It also provides computational libraries and zero-copy streaming messaging and interprocess communication. Languages currently supported include C, C++, Java, JavaScript, Python, and Ruby.

audio icon audio

Data manipulation and transformation for audio signal processing, powered by PyTorch

blml icon blml

Breakthrough Listen machine learning

builder icon builder

Continuous builder and binary build scripts for pytorch

classyvision icon classyvision

An end-to-end PyTorch framework for image and video classification

colbert icon colbert

ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22)

data icon data

A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.

demud icon demud

Discovery via Eigenbasis Modeling of Uninteresting Data

demud-tensorflow icon demud-tensorflow

Using Google Tensorflow with Discovery via Eigenbasis (DEMUD) Algorithm

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

face_recognition icon face_recognition

The world's simplest facial recognition api for Python and the command line

gloo icon gloo

Collective communications library with various primitives for multi-machine training.

glow icon glow

Compiler for Neural Network hardware accelerators

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