differentiable-programming

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Here are 79 public repositories matching this topic...

taichi-dev / taichi

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Productive & portable high-performance programming in Python.

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

Updated Nov 29, 2022
C++

tensorflow / swift

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Swift for TensorFlow

machine-learning tensorflow differentiable-programming

Updated Jan 12, 2022
Jupyter Notebook

taichi-dev / difftaichi

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

robotics simulation gpu graphics taichi differentiable-programming

Updated Nov 16, 2022

probcomp / Gen.jl

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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 Nov 22, 2022
Julia

EnzymeAD / Enzyme

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High-performance automatic differentiation of LLVM and MLIR.

Updated Nov 24, 2022
LLVM

tensorflow / swift-apis

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Swift for TensorFlow Deep Learning Library

swift deep-learning tensorflow differentiable-programming

Updated Jun 18, 2022
Swift

pytorchbearer / torchbearer

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torchbearer: A model fitting library for PyTorch

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

Updated Mar 26, 2021
Python

breandan / kotlingrad

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🧩 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

abdallahdib / NextFace

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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

chakravala / Grassmann.jl

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⟨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

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[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

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Experimental tensor-typed deep learning

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

Updated Sep 12, 2019
Scala

EnzymeAD / Enzyme.jl

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Julia bindings for the Enzyme automatic differentiator

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

Updated Nov 22, 2022
Julia

metaopt / torchopt

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TorchOpt is an efficient library for differentiable optimization built upon PyTorch.

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

Updated Nov 29, 2022
Python

omegaiota / DiffCloth

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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 Nov 12, 2022
C++

mlajtos / L1

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L1: Tensor Studio — The playground for tensors

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

Updated Jan 7, 2019
JavaScript

LukasZahradnik / PyNeuraLogic

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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 Nov 25, 2022
Python

avik-pal / RayTracer.jl

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Differentiable RayTracing in Julia

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

Updated Nov 19, 2022
Julia

SciML / Integrals.jl

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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 Nov 26, 2022
Julia

kach / gradient-descent-the-ultimate-optimizer

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Code for our NeurIPS 2022 paper

machine-learning deep-learning pytorch differentiable-programming neurips neurips-2022

Updated Oct 8, 2022
Python

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