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differentiable-programming

Here are 79 public repositories matching this topic...

taichi-dev / taichi

Productive & portable high-performance programming in Python.

gpu computer-graphics taichi gpu-programming differentiable-programming sparse-computation

Updated Oct 27, 2022
C++

tensorflow / swift

Swift for TensorFlow

machine-learning tensorflow differentiable-programming

Updated Jan 12, 2022
Jupyter Notebook

taichi-dev / difftaichi

10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)

robotics simulation gpu graphics taichi differentiable-programming

Updated Sep 27, 2022

probcomp / Gen.jl

A general-purpose probabilistic programming system with programmable inference

machine-learning computer-vision deep-learning robotics julia-language probabilistic-programming bayesian gen differentiable-programming

Updated Oct 4, 2022
Julia

Enzyme

EnzymeAD / Enzyme

High-performance automatic differentiation of LLVM and MLIR.

Updated Oct 27, 2022
LLVM

tensorflow / swift-apis

Swift for TensorFlow Deep Learning Library

swift deep-learning tensorflow differentiable-programming

Updated Jun 18, 2022
Swift

pytorchbearer / torchbearer

torchbearer: A model fitting library for PyTorch

machine-learning deep-learning python3 pytorch model-fitting differentiable-programming

Updated Mar 26, 2021
Python

kotlingrad

breandan / kotlingrad

Sponsor

🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types

kotlin types computer-algebra optimization linear-algebra automatic-differentiation algebraic-data-types chinese gradient-descent message-passing symbolic-differentiation differentiable-programming multi-stage-programming array-programming shape-safety

Updated Oct 1, 2022
Kotlin

NextFace

abdallahdib / NextFace

A high-fidelity 3D face reconstruction library from monocular RGB image(s)

deep-learning optimization graphics pytorch face face-recognition face-detection raytracing spherical-harmonics 3d-graphics face-reconstruction differentiable-rendering 3d-face-reconstruction shape-from-shading morphable-model differentiable-programming inverse-rendering shape-from-image reflectance-from-image

Updated Jul 29, 2022
Jupyter Notebook

Grassmann.jl

chakravala / Grassmann.jl

Sponsor

⟨Leibniz-Grassmann-Clifford⟩ differential geometric algebra / multivector simplicial complex

topology algebra math computer-algebra linear-algebra automatic-differentiation quantum-computing sparse quaternion complex-numbers computational-geometry differential-geometry tensor lie-groups tensor-algebra geometric-algebra clifford-algebras differentiable-programming

Updated Oct 18, 2022
Julia

Gsunshine / Enjoy-Hamburger

[ICLR 2021 top 3%] Is Attention Better Than Matrix Decomposition?

optimization matrix-factorization attention implicit deq differentiable-programming

Updated Sep 30, 2022
Python

ctongfei / nexus

Experimental tensor-typed deep learning

scala deep-learning neural-network probabilistic-programming tensor differentiable-programming

Updated Sep 12, 2019
Scala

EnzymeAD / Enzyme.jl

Julia bindings for the Enzyme automatic differentiator

machine-learning enzyme compiler ad julia llvm automatic-differentiation differentiable-programming

Updated Oct 28, 2022
Julia

mlajtos / L1

L1: Tensor Studio — The playground for tensors

visualization deep-learning neural-network functional-programming linear-algebra differentiable-programming

Updated Jan 7, 2019
JavaScript

PyNeuraLogic

LukasZahradnik / PyNeuraLogic

PyNeuraLogic lets you use Python to create Differentiable Logic Programs

python machine-learning deep-learning pytorch logic-programming relational-learning geometric-deep-learning differentiable-programming graph-neural-networks

Updated Oct 25, 2022
Python

torchopt

metaopt / torchopt

TorchOpt is a high-performance optimizer library built upon PyTorch for easy implementation of functional optimization and gradient-based meta-learning.

deep-learning functional-programming optimization automatic-differentiation optimizer pytorch bilevel-optimization meta-learning differentiable-programming meta-rl multi-agent-reinforcement-learning meta-reinforcement-learning implicit-differentiation differentiable-optimization

Updated Oct 27, 2022
Python

omegaiota / DiffCloth

Code repository for our paper DiffCloth: Differentiable Cloth Simulation with Dry Frictional Contact

simulator simulation physics-simulation inverse-problems cloth-simulation differentiable differentiable-physics-engine differentiable-programming inverse-dynamics differentiable-simulations

Updated Oct 23, 2022
C++

avik-pal / RayTracer.jl

Differentiable RayTracing in Julia

machine-learning optimization julia ray-tracer raytracer gradient-descent mesh-rendering differentiable-programming inverse-rendering

Updated Oct 7, 2022
Julia

SciML / Integrals.jl

Sponsor

A common interface for quadrature and numerical integration for the SciML scientific machine learning organization

integration automatic-differentiation quadrature algorithmic-differentiation differentiable-programming scientific-machine-learning sciml

Updated Oct 16, 2022
Julia

SciML / NBodySimulator.jl

Sponsor

A differentiable simulator for scientific machine learning (SciML) with N-body problems, including astrophysical and molecular dynamics

automatic-differentiation molecular-dynamics molecular-dynamics-simulation geometric-algorithms algorithmic-differentiation differentiable-programming symbolic-integration scientific-machine-learning sciml

Updated Oct 23, 2022
Julia

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