Top 5 autodifferentiation Open-Source Projects
automatic differentiation made easier for C++Project mention: Gradients Without Backpropagation | news.ycombinator.com | 2022-03-02
Forward-mode differentiation is easy to implement in C++ with templates, operator overloading, and dual numbers (https://en.wikipedia.org/wiki/Automatic_differentiation#Auto...). Some libraries such as autodiff (https://github.com/autodiff/autodiff) and CppAD (https://github.com/coin-or/CppAD) use this method.
Tensors and dynamic neural networks in pure Rust.Project mention: [D] To what extent can Rust be used for Machine Learning? | reddit.com/r/MachineLearning | 2022-04-14
Check where and how this struct is used. https://github.com/neuronika/neuronika/blob/variable-rework/neuronika-variable/src/history.rs
Deliver Cleaner and Safer Code - Right in Your IDE of Choice!. SonarLint is a free and open source IDE extension that identifies and catches bugs and vulnerabilities as you code, directly in the IDE. Install from your favorite IDE marketplace today.
Transparent calculations with uncertainties on the quantities involved (aka "error propagation"); calculation of derivatives.Project mention: Wind Turbine Blades Can’t Be Recycled, So They’re Piling Up in Landfills (2020) | news.ycombinator.com | 2022-04-07
Drop-in autodiff for NumPy.
FastAD is a C++ implementation of automatic differentiation both forward and reverse mode.
autodifferentiation related posts
[D] To what extent can Rust be used for Machine Learning?
3 projects | reddit.com/r/MachineLearning | 14 Apr 2022
What do I need for an ML/DL based scripting language in Rust?
1 project | reddit.com/r/rust | 15 Mar 2022
ML in Rust
1 project | reddit.com/r/rust | 7 Feb 2022
Are there any good gpu linear algebra crates?
4 projects | reddit.com/r/rust | 10 Sep 2021
Neuronika: A machine learning framework written in rust
1 project | news.ycombinator.com | 15 Jun 2021
[P] MyGrad: Drop-In Autodiff for NumPy
1 project | reddit.com/r/MachineLearning | 18 Apr 2021
What are some of the best open-source autodifferentiation projects? This list will help you:
Are you hiring? Post a new remote job listing for free.