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Search results for python differentiable programming
differentiable-programming
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28 search results found
Jaxopt
⭐
857
Hardware accelerated, batchable and differentiable optimizers in JAX.
Symbolicai
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757
Compositional Differentiable Programming Library
Torchbearer
⭐
629
torchbearer: A model fitting library for PyTorch
Neuromancer
⭐
621
Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
Torchopt
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460
TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
Pyneuralogic
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261
PyNeuraLogic lets you use Python to create Differentiable Logic Programs
Pytorch_kinematics
⭐
251
Robot kinematics implemented in pytorch
Enjoy Hamburger
⭐
228
[ICLR 2021 top 3%] Is Attention Better Than Matrix Decomposition?
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.
Jaxdf
⭐
99
A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations
S2fft
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94
Differentiable and accelerated spherical transforms with JAX
Mrmustard
⭐
70
A differentiable bridge between phase space and Fock space
Jax Fem
⭐
58
Differentiable Finite Element Method with JAX
Teg
⭐
32
A differentiable programming language with an integration primitive that soundly handles interactions among the derivative, integral, and discontinuities.
Dl4csrc
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22
Hitchhiker's Guide to Deep Learning for Computational Scientists
Safe Pdp
⭐
19
Safe Pontryagin Differentiable Programming (Safe PDP) is a new theoretical and algorithmic safe differentiable framework to solve a broad class of safety-critical learning and control tasks.
Adversarial Code Generation
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14
Source code for the ICLR 2021 work "Generating Adversarial Computer Programs using Optimized Obfuscations"
Pi Prl
⭐
10
ICLR'22 Programmatic Reinforcement Learning
Softmac
⭐
10
Code repository for our paper SoftMAC: Differentiable Soft Body Simulation with Forecast-based Contact Model and Two-way Coupling with Articulated Rigid Bodies and Clothes
Learning From Sparse Demonstrations
⭐
9
A framework and method to jointly learn a (neural) control objective function and a time-warping function only from sparse demonstrations or waypoints.
S2wav
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9
Differentiable and accelerated wavelet transform on the sphere with JAX
Successive Halving Topk
⭐
8
A fast and highly accurate differentiable Top-k operator from the "Successive Halving Top-k Operator" AAAI'21 paper.
Physics Driven Ml
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8
Physics-driven machine learning using PyTorch and Firedrake
Teg_applications
⭐
7
Applications of the Teg differentiable programming language to problems spanning graphics and physical simulation.
Relaxed Machines
⭐
7
program synthesis with neuro-symbolic differentiable interpreters
Diffmpm
⭐
5
Differentiable Material Point Method
Blackbirds
⭐
5
Black-Box Inference foR Differentiable Simulators
Multiml
⭐
5
A prototype framework for developing multi-step machine learnings.
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