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The Top 18 Deep Learning Differentiable Programming Open Source Projects

Open source projects categorized as Deep Learning Differentiable Programming
Categories > Machine Learning > Deep Learning
Categories > Differentiable Programming
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 19 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
Torchbearer ⭐ 629
torchbearer: A model fitting library for PyTorch
dependent packages 1total releases 26most recent commit 4 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
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
Pyneuralogic ⭐ 261
PyNeuraLogic lets you use Python to create Differentiable Logic Programs
total releases 44most recent commit 3 months ago
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
L1 ⭐ 135
L1: Tensor Studio — The playground for tensors
most recent commit 5 years ago
Noa ⭐ 121
Differentiable Programming Algorithms in Modern C++
most recent commit 4 months ago
Neuralogic ⭐ 84
Deep relational learning through differentiable logic programming.
total releases 2most recent commit 4 months ago
Dl4csrc ⭐ 22
Hitchhiker's Guide to Deep Learning for Computational Scientists
most recent commit 5 years ago
Awesome Physics Programming ⭐ 20
😎 ☄️ Collection of the most awesome learning resources on physics programming in the form of videos, tutorials and frameworks.
most recent commit 3 months ago
Physics Driven Ml ⭐ 8
Physics-driven machine learning using PyTorch and Firedrake
most recent commit 3 months ago
Multiml ⭐ 5
A prototype framework for developing multi-step machine learnings.
most recent commit 7 months ago
The 3 Most Depended On Deep Learning 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
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 4 months agopypi torchbearer} Downloads
The 7 Latest Releases In Deep Learning 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 4 months agopypi torchbearer} 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
Gradient Descent The Ultimate Optimizer ⭐ 240
Code for our NeurIPS 2022 paper
total releases 1latest release October 08, 2022most recent commit a year ago
Neuralogic ⭐ 84
Deep relational learning through differentiable logic programming.
total releases 2latest release February 23, 2022most recent commit 4 months ago
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