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The Top 23 Differentiable Programming Open Source Projects

Open source projects categorized as Differentiable Programming
Categories > Differentiable Programming
Taichi ⭐ 24,217
Productive & portable high-performance programming in Python.
dependent packages 16total releases 113most recent commit 4 months agopypi taichi} Downloads
Swift ⭐ 5,940
Swift for TensorFlow
most recent commit 3 years ago
Difftaichi ⭐ 2,369
10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)
most recent commit 6 months ago
Gen.jl ⭐ 1,758
A general-purpose probabilistic programming system with programmable inference
most recent commit 3 months ago
Enzyme ⭐ 1,142
High-performance automatic differentiation of LLVM and MLIR.
most recent commit 24 days ago
Jaxopt ⭐ 857
Hardware accelerated, batchable and differentiable optimizers in JAX.
dependent packages 35total releases 16most recent commit 3 months agopypi jaxopt} Downloads
Swift Apis ⭐ 771
Swift for TensorFlow Deep Learning Library
most recent commit 2 years ago
Symbolicai ⭐ 757
Compositional Differentiable Programming Library
most recent commit 3 months ago
Torchbearer ⭐ 629
torchbearer: A model fitting library for PyTorch
dependent packages 1total releases 26most recent commit 5 months agopypi torchbearer} Downloads
Neuromancer ⭐ 621
Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
total releases 2most recent commit 3 months ago
Nextface ⭐ 599
A high-fidelity 3D face reconstruction library from monocular RGB image(s)
most recent commit 6 months ago
Kotlingrad ⭐ 489
🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types
total releases 2most recent commit a year ago
Torchopt ⭐ 460
TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
dependent packages 2total releases 14most recent commit 4 months agopypi torchopt} Downloads
Enzyme.jl ⭐ 364
Julia bindings for the Enzyme automatic differentiator
most recent commit 3 months ago
Pyneuralogic ⭐ 261
PyNeuraLogic lets you use Python to create Differentiable Logic Programs
total releases 44most recent commit 3 months ago
Pytorch_kinematics ⭐ 251
Robot kinematics implemented in pytorch
dependent packages 3total releases 10most recent commit 4 months agopypi pytorch-kinematics} Downloads
Gradient Descent The Ultimate Optimizer ⭐ 240
Code for our NeurIPS 2022 paper
total releases 1most recent commit a year ago
Nexus ⭐ 231
Experimental typed deep learning
most recent commit 5 years ago
Enjoy Hamburger ⭐ 228
[ICLR 2021 top 3%] Is Attention Better Than Matrix Decomposition?
most recent commit 2 years ago
Integrals.jl ⭐ 191
A common interface for quadrature and numerical integration for the SciML scientific machine learning organization
most recent commit 3 months ago
Diffcloth ⭐ 170
Code repository for our paper DiffCloth: Differentiable Cloth Simulation with Dry Frictional Contact
most recent commit a year ago
L1 ⭐ 135
L1: Tensor Studio — The playground for tensors
most recent commit 5 years ago
Pontryagin Differentiable Programming ⭐ 123
A unified end-to-end learning and control framework that is able to learn a (neural) control objective function, dynamics equation, control policy, or/and optimal trajectory in a control system.
most recent commit 6 months ago
The 6 Most Depended On Differentiable Programming Open Source Projects
Jaxopt ⭐ 857
Hardware accelerated, batchable and differentiable optimizers in JAX.
dependent packages 35total releases 16latest release November 06, 2023most recent commit 3 months agopypi jaxopt} Downloads
Taichi ⭐ 24,217
Productive & portable high-performance programming in Python.
dependent packages 16total releases 113latest release November 27, 2023most recent commit 4 months agopypi taichi} Downloads
Pytorch_kinematics ⭐ 251
Robot kinematics implemented in pytorch
dependent packages 3total releases 10latest release September 19, 2023most recent commit 4 months agopypi pytorch-kinematics} Downloads
Torchopt ⭐ 460
TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
dependent packages 2total releases 14latest release November 10, 2023most recent commit 4 months agopypi torchopt} Downloads
Torchbearer ⭐ 629
torchbearer: A model fitting library for PyTorch
dependent packages 1total releases 26latest release December 01, 2023most recent commit 5 months agopypi torchbearer} Downloads
Jaxdf ⭐ 99
A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations
dependent packages 1total releases 6latest release November 24, 2023most recent commit 5 months agopypi jaxdf} Downloads
The 10 Latest Releases In Differentiable Programming Open Source Projects
Torchbearer ⭐ 629
torchbearer: A model fitting library for PyTorch
dependent packages 1total releases 26latest release December 01, 2023most recent commit 5 months agopypi torchbearer} Downloads
S2fft ⭐ 94
Differentiable and accelerated spherical transforms with JAX
total releases 1latest release November 27, 2023most recent commit 3 months ago
Taichi ⭐ 24,217
Productive & portable high-performance programming in Python.
dependent packages 16total releases 113latest release November 27, 2023most recent commit 4 months agopypi taichi} Downloads
Jaxdf ⭐ 99
A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations
dependent packages 1total releases 6latest release November 24, 2023most recent commit 5 months agopypi jaxdf} Downloads
Pyneuralogic ⭐ 261
PyNeuraLogic lets you use Python to create Differentiable Logic Programs
total releases 44latest release November 14, 2023most recent commit 3 months ago
Torchopt ⭐ 460
TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
dependent packages 2total releases 14latest release November 10, 2023most recent commit 4 months agopypi torchopt} Downloads
Jaxopt ⭐ 857
Hardware accelerated, batchable and differentiable optimizers in JAX.
dependent packages 35total releases 16latest release November 06, 2023most recent commit 3 months agopypi jaxopt} Downloads
Mrmustard ⭐ 70
A differentiable bridge between phase space and Fock space
total releases 9latest release November 01, 2023most recent commit 3 months ago
Blackbirds ⭐ 5
Black-Box Inference foR Differentiable Simulators
total releases 3latest release October 01, 2023most recent commit 7 months ago
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