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Productive, portable, and performant GPU programming in Python.

C++ 26,630 2,329 Updated Jan 6, 2025
Python 196 58 Updated Mar 28, 2023

Readings in Databases

7,755 904 Updated Sep 9, 2024

10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)

2,533 260 Updated Nov 1, 2023
Rust 40 5 Updated Sep 17, 2021

Samples for CUDA Developers which demonstrates features in CUDA Toolkit

C 6,794 1,903 Updated Jul 26, 2024

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Python 36,345 4,206 Updated Jan 24, 2025

openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system on 275+ supported cars.

Python 51,709 9,321 Updated Jan 24, 2025

A list of awesome compiler projects and papers for tensor computation and deep learning.

2,469 307 Updated Oct 19, 2024

A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.

C++ 972 162 Updated Sep 19, 2024

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

Python 1,603 124 Updated Mar 25, 2022

automatic differentiation made easier for C++

C++ 1,713 174 Updated Nov 13, 2024

A pure, low-level tensor program representation enabling tensor program optimization via program rewriting. See the web demo at https://gussmith23.github.io/glenside-web-demo/

Rust 72 10 Updated Jun 6, 2024

Re-implementation of the TASO compiler using equality saturation

Rust 123 19 Updated Jun 28, 2021

Deep universal probabilistic programming with Python and PyTorch

Python 8,635 983 Updated Dec 31, 2024

egg is a flexible, high-performance e-graph library

Rust 1,420 143 Updated Dec 31, 2024

Dynamic Tensor Rematerialization

6 Updated Mar 1, 2021

A self-contained version of the tutorial which can be easily cloned and viewed by others.

Jupyter Notebook 24 14 Updated Jun 24, 2019

Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616

Python 132 16 Updated Jul 6, 2023

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Python 31,051 2,868 Updated Jan 24, 2025

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

Python 11,948 3,504 Updated Jan 23, 2025

ODK Collect is an Android app for filling out forms. It's been used to collect billions of data points in challenging environments around the world. Contribute and make the world a better place! ✨📋✨

Java 721 1,385 Updated Jan 23, 2025

A relay between embedded systems and websites

Rust 4 Updated Dec 25, 2019

:electron: Build cross-platform desktop apps with JavaScript, HTML, and CSS

C++ 115,231 15,750 Updated Jan 24, 2025

A toolkit for developing and comparing reinforcement learning algorithms.

Python 35,190 8,623 Updated Oct 11, 2024
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