Topic: differentiable-programming Goto Github

👇 Here are 112 public repositories matching this topic...

abdallahdib / nextface
differentiable-programming,A high-fidelity 3D face reconstruction library from monocular RGB image(s)
User: abdallahdib
3d-face-reconstruction deep-learning face-reconstruction morphable-model optimization pytorch shape-from-image spherical-harmonics reflectance-from-image 3d-graphics

alfa-group / adversarial-code-generation
differentiable-programming,[ICLR 2021] "Generating Adversarial Computer Programs using Optimized Obfuscations" by Shashank Srikant, Sijia Liu, Tamara Mitrovska, Shiyu Chang, Quanfu Fan, Gaoyuan Zhang, and Una-May O'Reilly
Organization: alfa-group
Home Page: https://openreview.net/forum?id=PH5PH9ZO_4
combinatorial-optimization ml4code ml4se differentiable-programming big-code program-analysis adversarial-machine-learning seq2seq code2seq ai4code

astro-informatics / s2fft
differentiable-programming,Differentiable and accelerated spherical transforms with JAX
Organization: astro-informatics
Home Page: https://astro-informatics.github.io/s2fft
differentiable-programming fourier-transform jax pytorch recursion-algorithm spherical-harmonics wigner-d-matrix wigner-transform

avik-pal / raytracer.jl
differentiable-programming,Differentiable RayTracing in Julia
User: avik-pal
Home Page: https://avik-pal.github.io/RayTracer.jl/stable/
differentiable-programming gradient-descent raytracer inverse-rendering optimization julia mesh-rendering ray-tracer machine-learning

bifurcationkit / bifurcationinference.jl
differentiable-programming,learning state-space targets in dynamical systems
Organization: bifurcationkit
Home Page: https://github.com/gszep/BifurcationFit.jl/blob/master/docs/article.pdf
machine-learning dynamical-systems state-space kernel-density-estimation continuation pseudo-arclength-continuation differentiable-programming

breandan / kotlingrad
differentiable-programming,🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types
User: breandan
Home Page: https://breandan.net/public/masters_thesis.pdf#page=49
automatic-differentiation differentiable-programming computer-algebra kotlin types shape-safety multi-stage-programming symbolic-differentiation optimization gradient-descent

cesmix-mit / potentiallearning.jl
differentiable-programming,PotentialLearning.jl: Optimize your atomistic data and interatomic potential models in your molecular dynamic workflows.
Organization: cesmix-mit
Home Page: https://cesmix-mit.github.io/PotentialLearning.jl/dev/
hpc active-learning automatic-differentiation bayesian-inference composability differentiable-programming fitting interatomic-potentials julia machine-learning tuning

chezjrk / teg
differentiable-programming,A differentiable programming language with an integration primitive that soundly handles interactions among the derivative, integral, and discontinuities.
Organization: chezjrk
differentiable-programming differentiable-rendering discontinuous dirac-delta-distribution optimization

control-toolbox / optimalcontrol.jl
differentiable-programming,Solvers of optimal control problems
Organization: control-toolbox
Home Page: http://control-toolbox.org/OptimalControl.jl/
control-systems differentiable-programming differential-geometry geometry julia nonlinear-equations numerical-methods optimal-control optimization optimization-algorithms ordinary-differential-equations quantum-optimal-control

ctongfei / nexus
differentiable-programming,Experimental tensor-typed deep learning
User: ctongfei
Home Page: https://tongfei.me/nexus/
deep-learning scala tensor probabilistic-programming differentiable-programming neural-network

cvxgrp / cocp
differentiable-programming,Source code for the examples accompanying the paper "Learning convex optimization control policies."
Organization: cvxgrp
convex-optimization learning control-systems differentiable-programming

deepmodeling / jax-fem
differentiable-programming,Differentiable Finite Element Method with JAX
Organization: deepmodeling
differentiable-programming finite-element-methods jax topology-optimization

enzymead / enzyme
differentiable-programming,High-performance automatic differentiation of LLVM and MLIR.
Organization: enzymead
Home Page: https://enzyme.mit.edu
enzyme llvm ad automatic-differentiation c cpp tensorflow pytorch machine-learning gradient derivative high-performance rust clang deep-learning scientific-computing simulation differentiable-programming compiler llvm-enzyme

enzymead / enzyme.jl
differentiable-programming,Julia bindings for the Enzyme automatic differentiator
Organization: enzymead
Home Page: https://enzyme.mit.edu
enzyme julia ad machine-learning llvm compiler automatic-differentiation differentiable-programming

extensityai / symbolicai
differentiable-programming,Compositional Differentiable Programming Library
Organization: extensityai
differentiable-programming machine-learning object-oriented-programming symbolic-execution-engine

geoelements / diffmpm
differentiable-programming,Differentiable Material Point Method
Organization: geoelements
jax differentiable-programming mpm

google / jaxopt
differentiable-programming,Hardware accelerated, batchable and differentiable optimizers in JAX.
Organization: google
Home Page: https://jaxopt.github.io
jax optimization deep-learning differentiable-programming bi-level

grinisrit / noa
differentiable-programming,Differentiable Programming Algorithms in Modern C++
User: grinisrit
Home Page: https://www.grinisrit.com
algorithmic-trading bayesian-methods cpp17 deep-learning differentiable-programming game-development optimisation-algorithms optimization particle-physics simulation streaming-analytics

gsunshine / enjoy-hamburger
differentiable-programming,[ICLR 2021 top 3%] Is Attention Better Than Matrix Decomposition?
User: gsunshine
attention differentiable-programming implicit deq matrix-factorization optimization

gustiks / neuralogic
differentiable-programming,Deep relational learning through differentiable logic programming.
User: gustiks
relational-learning deep-learning logic-programming machine-learning differentiable-programming

jump-dev / diffopt.jl
differentiable-programming,Differentiating convex optimization programs w.r.t. program parameters
Organization: jump-dev
Home Page: https://jump.dev/DiffOpt.jl/stable
julia optimization differentiable-programming mathematical-modelling

kach / designing-perceptual-puzzles-by-differentiating-probabilistic-programs
differentiable-programming,Supplementary materials for our SIGGRAPH 2022 paper
User: kach
Home Page: https://arxiv.org/abs/2204.12301
differentiable-programming probabilistic-programming siggraph

kach / gradient-descent-the-ultimate-optimizer
differentiable-programming,Code for our NeurIPS 2022 paper
User: kach
Home Page: https://arxiv.org/abs/1909.13371
deep-learning differentiable-programming machine-learning neurips neurips-2022 pytorch

kach / memo
differentiable-programming,A language for mental models
User: kach
Home Page: https://pypi.org/project/memo-lang/
cognitive-science probabilistic-programming differentiable-programming jax python

luisagroup / luisa-compute-rs
differentiable-programming,Rust frontend to LuisaCompute and more!
Organization: luisagroup
computer-graphics dsl gpu-programming rust shading-language gpu graphics raytracing rendering differentiable-programming

lukaszahradnik / pyneuralogic
differentiable-programming,PyNeuraLogic lets you use Python to create Differentiable Logic Programs
User: lukaszahradnik
Home Page: https://pyneuralogic.readthedocs.io/
machine-learning deep-learning graph-neural-networks relational-learning python geometric-deep-learning pytorch logic-programming differentiable-programming

matthiasnickles / diff-sat
differentiable-programming,Probabilistic Answer Set Programming and Probabilistic SAT solving, based on Differentiable Satisfiability
User: matthiasnickles
answer-set-programming artificial-intelligence constraint-programming differentiable-programming differentiable-satisfiability dimacs-cnf logic-programming multi-models-optimization optimization probabilistic probabilistic-asp probabilistic-programming probabilistic-satisfiability probability psat sat-solver satisfiability weighted-sat-solving

metaopt / torchopt
differentiable-programming,TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
Organization: metaopt
Home Page: https://torchopt.readthedocs.io
functional-programming optimizer pytorch meta-reinforcement-learning deep-learning meta-learning meta-rl bilevel-optimization differentiable-optimization implicit-differentiation

mlajtos / l1
differentiable-programming,L1: Tensor Studio — The playground for tensors
User: mlajtos
Home Page: https://mlajtos.github.io/L1/latest/
deep-learning differentiable-programming functional-programming linear-algebra neural-network visualization

omegaiota / diffcloth
differentiable-programming,Code repository for our paper DiffCloth: Differentiable Cloth Simulation with Dry Frictional Contact
User: omegaiota
Home Page: https://people.csail.mit.edu/liyifei/publication/diffcloth/
cloth-simulation differentiable differentiable-physics-engine differentiable-programming differentiable-simulations inverse-dynamics inverse-problems optimization physics-simulation robotics simulation simulator

orchardlanl / dpfehm.jl
differentiable-programming,DPFEHM: A Differentiable Subsurface Flow Simulator
Organization: orchardlanl
subsurface-flow differentiable-programming adjoint-method

pnnl / neuromancer
differentiable-programming,Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
Organization: pnnl
Home Page: https://pnnl.github.io/neuromancer/
constrained-optimization control-systems deep-learning differentiable-programming dynamical-systems pytorch differentiable-optimization nonlinear-dynamics nonlinear-optimization differentiable-control

probcomp / gen.jl
differentiable-programming,A general-purpose probabilistic programming system with programmable inference
Organization: probcomp
Home Page: https://gen.dev
probabilistic-programming gen deep-learning bayesian computer-vision machine-learning differentiable-programming robotics julia-language

pytorchbearer / torchbearer
differentiable-programming,torchbearer: A model fitting library for PyTorch
Organization: pytorchbearer
Home Page: http://pytorchbearer.org
pytorch deep-learning differentiable-programming machine-learning python3 model-fitting

qiauil / convdo
differentiable-programming,Convolutional Differential Operators for Physics-based Deep Learning Study
User: qiauil
Home Page: https://qiauil.github.io/ConvDO/
convolution deep-learning differentiable-programming differential-equations physics simulation

sciml / integrals.jl
differentiable-programming,A common interface for quadrature and numerical integration for the SciML scientific machine learning organization
Organization: sciml
Home Page: https://docs.sciml.ai/Integrals/stable/
quadrature integration automatic-differentiation algorithmic-differentiation differentiable-programming sciml scientific-machine-learning julia julia-language julialang

sciml / nbodysimulator.jl
differentiable-programming,A differentiable simulator for scientific machine learning (SciML) with N-body problems, including astrophysical and molecular dynamics
Organization: sciml
Home Page: https://docs.sciml.ai/NBodySimulator/stable/
molecular-dynamics molecular-dynamics-simulation sciml scientific-machine-learning automatic-differentiation algorithmic-differentiation differentiable-programming symbolic-integration geometric-algorithms

sciml / preallocationtools.jl
differentiable-programming,Tools for building non-allocating pre-cached functions in Julia, allowing for GC-free usage of automatic differentiation in complex codes
Organization: sciml
Home Page: https://docs.sciml.ai/PreallocationTools/stable/
automatic-differentiation differentiable-programming garbage-collection high-performance-computing

taichi-dev / difftaichi
differentiable-programming,10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)
Organization: taichi-dev
differentiable-programming taichi simulation robotics graphics gpu

taichi-dev / taichi
differentiable-programming,Productive, portable, and performant GPU programming in Python.
Organization: taichi-dev
Home Page: https://taichi-lang.org
taichi differentiable-programming gpu-programming sparse-computation gpu computer-graphics

tejank10 / duckietown.jl
differentiable-programming,Differentiable Duckietown
User: tejank10
simulator autonomous-vehicles machine-learning differentiable-programming flux self-driving-car

tensorflow / swift
differentiable-programming,Swift for TensorFlow
Organization: tensorflow
Home Page: https://tensorflow.org/swift
machine-learning differentiable-programming tensorflow

tensorflow / swift-apis
differentiable-programming,Swift for TensorFlow Deep Learning Library
Organization: tensorflow
differentiable-programming deep-learning tensorflow swift

torchopc / torchlitho
differentiable-programming,Differentiable Computational Lithogrpahy Framework
Organization: torchopc
abbe computational-lithography design-for-manufacturing differentiable-programming ilt imaging jax lithography mask-optimization opc resist-modeling smo torch vector-lithography

ucl-bug / jaxdf
differentiable-programming,A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations
Organization: ucl-bug
differentiable-programming discretization jax pde

um-arm-lab / pytorch_kinematics
differentiable-programming,Robot kinematics implemented in pytorch
Organization: um-arm-lab
differentiable-programming jacobian kinematics pytorch robotics

wangleiphy / dl4csrc
differentiable-programming,Hitchhiker's Guide to Deep Learning for Computational Scientists
User: wangleiphy
differentiable-programming learning-representation

wanxinjin / pontryagin-differentiable-programming
differentiable-programming,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.
User: wanxinjin
Home Page: https://wanxinjin.github.io/Pontryagin-Differentiable-Programming/
differentiable-programming end-to-end-learning inverse-reinforcement-learning learning-control trajectory-optimization motion-planning optimal-control system-identification control-systems dynamical-systems

wanxinjin / safe-pdp
differentiable-programming,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.
User: wanxinjin
Home Page: https://wanxinjin.github.io/posts/safePDP
safe-reinforcement-learning safe-control safety-critical safety-critical-systems constraint-programming constraint-based-modeling constrained-optimization constrained-reinforcement-learning constrained-learning differentiable-programming

xanaduai / mrmustard
differentiable-programming,A differentiable bridge between phase space and Fock space
Organization: xanaduai
Home Page: https://mrmustard.readthedocs.io/
quantum quantum-computing quantum-circuits optimization quantum-machine-learning quantum-optics differentiable-programming photonics photonics-circuits photonics-computing