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GitHub topics: differentiable-programming

NWC-CUAHSI-Summer-Institute/LGAR-py

LGAR in python/torch

Language: Python - Size: 94.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

alwaysbyx/e2e-DR-learning

Code for our paper Demand Response Model Identification and Behavior Forecast with OptNet: a Gradient-based Approach.

Language: Python - Size: 2.44 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 7 - Forks: 2

wangleiphy/DL4CSRC

Hitchhiker's Guide to Deep Learning for Computational Scientists

Language: Python - Size: 691 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 34 - Forks: 7

geoelements/diffmpm

Differentiable Material Point Method

Language: Python - Size: 215 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 3

NWC-CUAHSI-Summer-Institute/ngen-aridity

Main repo for the Theme 1 BUCKETEARS, 2023

Size: 5.91 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

NWC-CUAHSI-Summer-Institute/dCFE Fork of NWC-CUAHSI-Summer-Institute/cfe_py

A differentiable Python version of NOAA-OWP / cfe using PyTorch, for research and development

Language: Python - Size: 333 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

YunxiTang/BasicRL

Basic RL

Language: Python - Size: 22.3 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

kurtschelfthout/minidiff

A minimal reference implementation of automatic differentiation in Rust

Language: Rust - Size: 17.6 KB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 17 - Forks: 0

RU-Automated-Reasoning-Group/pi-PRL

ICLR'22 Programmatic Reinforcement Learning

Language: Python - Size: 10.4 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 13 - Forks: 2

danilkolikov/dfl

Differentiable Functional Language

Language: Haskell - Size: 646 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 6 - Forks: 0

wanxinjin/Learning-from-Sparse-Demonstrations

A framework and method to jointly learn a (neural) control objective function and a time-warping function only from sparse demonstrations or waypoints.

Language: Python - Size: 4.22 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 5

wanxinjin/Safe-PDP

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.

Language: Python - Size: 25.2 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 52 - Forks: 6

s4tf/s4tf Fork of tensorflow/swift-apis

Swift for TensorFlow

Language: Swift - Size: 24 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 29 - Forks: 1

RU-Automated-Reasoning-Group/dPads

NeurIPS'21 Differentiable Program Synthesis

Language: Python - Size: 146 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 2

ALFA-group/adversarial-code-generation

[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

Language: Python - Size: 16.2 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 19 - Forks: 4

cesmix-mit/AtomisticComposableWorkflows

Provide easy-to-use CESMIX-aligned case studies. Integrate the latest developments of the Julia atomistic ecosystem and state-of-the-art tools.

Language: JetBrains MPS - Size: 71.5 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 1

rishabh-ranjan/ilploss

python package for fast solver-free training of neural ILP architectures

Language: Python - Size: 2.29 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

applicaai/successive-halving-topk

A fast and highly accurate differentiable Top-k operator from the "Successive Halving Top-k Operator" AAAI'21 paper.

Language: Python - Size: 544 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 16 - Forks: 0

tejank10/Duckietown.jl

Differentiable Duckietown

Language: Julia - Size: 37.3 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 32 - Forks: 5

maxwells-daemons/deltaflow

A GPU-accelerated differentiable fluid simulator written in JAX.

Language: Python - Size: 878 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 2

JohnLins/ConsciousCar

Gradient ascent model to maximize the distance traveled by a servo wheel.

Language: C - Size: 65.7 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

s4tf/s4tf-docs Fork of tensorflow/swift

Swift for TensorFlow Documentation

Language: Jupyter Notebook - Size: 3.49 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 1

ZigaSajovic/Operational-Calculus-for-Differentiable-Programming

Repository for the paper Operational Calculus for Differentiable Programming

Language: TeX - Size: 837 KB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 0

infergo-ml/infergo-studies

Mirror of bitbucket infergo-studies repository

Language: Go - Size: 5.39 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

samisnotinsane/alpha-grad

Automatic differentiation engine for neural network training (backprop under development).

Language: Python - Size: 4.88 KB - Last synced at: 6 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

juliusberner/neural_ode_julia

Using DiffEqFlux to learn underlying differential equations from data.

Language: Jupyter Notebook - Size: 1.66 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 1

xlisp/jim-emacs-fun-hy-lisp

Differentiable Programming: Lisp deep learning by hylang

Size: 1000 Bytes - Last synced at: 24 days ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

Related Keywords
differentiable-programming 127 deep-learning 26 machine-learning 26 jax 22 automatic-differentiation 21 pytorch 19 optimization 16 julia 10 probabilistic-programming 7 simulation 7 robotics 7 scientific-machine-learning 6 python 6 tensorflow 6 algorithmic-differentiation 5 rust 5 differentiable-rendering 5 optimal-control 5 differential-equations 4 quantum-computing 4 gpu 4 control-systems 4 molecular-dynamics 4 artificial-intelligence 4 dynamical-systems 4 logic-programming 4 swift 3 differentiable-simulations 3 spherical-harmonics 3 trajectory-optimization 3 bayesian-inference 3 pde 3 llvm 3 enzyme 3 graphics 3 taichi 3 gradient-descent 3 linear-algebra 3 julia-language 3 sciml 3 functional-programming 3 computer-vision 3 reinforcement-learning 3 nvidia-warp 2 c 2 differentiable-optimization 2 cpp 2 nvidia 2 neural-network 2 inverse-rendering 2 neural-networks 2 hpc 2 scientific-computing 2 relational-learning 2 simulator 2 inverse-reinforcement-learning 2 program-synthesis 2 spherical 2 lgar 2 dirac-delta-distribution 2 composability 2 differentiable-physics-engine 2 active-learning 2 cfe 2 tensor 2 discontinuous 2 high-performance-computing 2 cuda 2 implicit-differentiation 2 autograd 2 firedrake 2 golang 2 go 2 differentiable 2 particle-physics 2 constraint-programming 2 computer-algebra 2 differential-geometry 2 tensors 2 raytracing 2 wavelet-transform 2 autodiff 2 high-performance 2 afm 2 motion-planning 2 jacobian 2 numerical-integration 2 constrained-optimization 2 gpu-programming 2 computer-graphics 2 ad 2 compiler 2 interatomic-potentials 2 sat-solver 1 psat 1 probability 1 probabilistic-satisfiability 1 probabilistic-asp 1 probabilistic 1 multi-models-optimization 1