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Josh Fromm's Projects

binops icon binops

Binary Ops for Tensorflow, CNTK, and Keras

bus_pirate icon bus_pirate

Community driven firmware and hardware for Bus Pirate

cntk icon cntk

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

dlpack icon dlpack

RFC for common in-memory tensor structure and operator interface for deep learning system

halide icon halide

a language for fast, portable data-parallel computation

larq icon larq

An Open-Source Library for Training Binarized Neural Networks

netron icon netron

Visualizer for neural network, deep learning and machine learning models

numpy_dlpack icon numpy_dlpack

Example showing how to convert between Numpy and TVM's NDArray without copies.

onnx icon onnx

Open standard for machine learning interoperability

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

relax icon relax

Temp repo for prototyping relax(relay next), the effort will be upstreamed. We use the wiki pages on this repo to host design docs.

riptide icon riptide

Simple Training and Deployment of Fast End-to-End Binary Networks

soft-decision-tree icon soft-decision-tree

pytorch implementation of "Distilling a Neural Network Into a Soft Decision Tree"

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tvm icon tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

unity_flow icon unity_flow

A set of utilities to make it easier to use TVM Unity end to end.

web-llm icon web-llm

Bringing large-language models and chat to web browsers. Everything runs inside the browser with no server support.

zoo icon zoo

Reference implementations of popular Binarized Neural Networks

zookeeper icon zookeeper

A small library for managing deep learning models, hyperparameters and datasets

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