Top 7 autodifferentiation Open-Source Projects

dfdx

22 1,607 8.7 Rust

Deep learning in Rust, with shape checked tensors and neural networks

Project mention: Shape Typing in Python | news.ycombinator.com | 2024-04-13

autodiff

7 1,532 7.5 C++

automatic differentiation made easier for C++

Project mention: The Elements of Differentiable Programming | news.ycombinator.com | 2024-03-22

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
neuronika

19 1,033 0.0 Rust

Tensors and dynamic neural networks in pure Rust.
uncertainties

1 528 6.5 Python

Transparent calculations with uncertainties on the quantities involved (aka "error propagation"); calculation of derivatives.
MyGrad

1 186 3.0 Python

Drop-in autodiff for NumPy.
FastAD

1 92 2.5 C++

FastAD is a C++ implementation of automatic differentiation both forward and reverse mode.
tiny-autodiff

1 6 8.2 D

A tiny autograd library made for educational purposes.

Project mention: Tiny-autodiff: A tiny autograd library made for educational purposes in D | news.ycombinator.com | 2024-04-12

WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).