An Open Source Machine Learning Framework for Everyone

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

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

Apache Arrow is the universal columnar format and multi-language toolbox for fast data interchange and in-memory analytics

Transformer related optimization, including BERT, GPT

a language for fast, portable data-parallel computation

Powerful, mature open-source cross-platform game engine for Python and C++, developed by Disney and CMU

Yosys Open SYnthesis Suite

An FHE compiler for C++

HElib is an open-source software library that implements homomorphic encryption. It supports the BGV scheme with bootstrapping and the Approximate Number CKKS scheme. HElib also includes optimizati…

PcapPlusPlus is a multiplatform C++ library for capturing, parsing and crafting of network packets. It is designed to be efficient, powerful and easy to use. It provides C++ wrappers for the most p…

A domain specific language to express machine learning workloads.

Machine learning on FPGAs using HLS

XLS: Accelerated HW Synthesis

A library for reading text files over multiple cores.

Verilog to Routing -- Open Source CAD Flow for FPGA Research

A polyhedral compiler for expressing fast and portable data parallel algorithms

OpenMMD is an OpenPose-based application that can convert real-person videos to the motion files (.vmd) which directly implement the 3D model (e.g. Miku, Anmicius) animated movies.

This is the development repository for the OpenFHE library. The current (stable) version is v1.2.3 (released on October 30, 2024).

C/C++ frontend for MLIR. Also features polyhedral optimizations, parallel optimizations, and more!

A Just-In-Time Compiler for Verilog from VMware Research

SDAccel Examples

Intel:registered: Homomorphic Encryption Acceleration Library accelerates modular arithmetic operations used in homomorphic encryption

AutoSA: Polyhedral-Based Systolic Array Compiler

CHARM: Composing Heterogeneous Accelerators on Heterogeneous SoC Architecture

[FPGA 2021, Best Paper Award] An automated floorplanning and pipelining tool for Vivado HLS.

GenomicsDB

NVSim - A performance, energy and area estimation tool for non-volatile memory (NVM)

Bridging polyhedral analysis tools to the MLIR framework