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differentiable-programming

Here are 122 public repositories matching this topic...

xlisp / jim-emacs-fun-hy-lisp

Differentiable Programming: Lisp deep learning by hylang

lisp deep-learning functional-programming hylang differentiable-programming

Updated Jan 16, 2018

ZigaSajovic / Operational-Calculus-for-Differentiable-Programming

Repository for the paper Operational Calculus for Differentiable Programming

automatic-differentiation differentiable-programming neural-computation operational-calculus

Updated Oct 30, 2018
TeX

wangleiphy / DL4CSRC

Hitchhiker's Guide to Deep Learning for Computational Scientists

differentiable-programming learning-representation

Updated Nov 26, 2018
Python

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

wangleiphy / TRG

Differentiable Tensor Renormalization Group for square Ising

ising-model differentiable-programming tensor-renormalization-group

Updated Feb 22, 2019
Julia

vnherdeiro / tensorflowjs-curve-fitting-on-graph

angular mathematical-expressions differentiable-programming tensorflowjs fittingbox

Updated Apr 25, 2019
TypeScript

wangleiphy / hydrogen

variationally solve hydrogen atom with autograd

differentiable-programming

Updated May 20, 2019
Python

tejank10 / Duckietown.jl

Differentiable Duckietown

flux machine-learning simulator self-driving-car autonomous-vehicles differentiable-programming

Updated Jul 27, 2019
Julia

ctongfei / nexus

Experimental tensor-typed deep learning

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

Updated Sep 12, 2019
Scala

belkakari / cellular-automata-pytorch

A reproduction and tweaking of Growing Neural Cellular Automata

deep-learning cellular-automata pytorch differentiable-programming

Updated Feb 27, 2020
Python

juliusberner / neural_ode_julia

Using DiffEqFlux to learn underlying differential equations from data.

deep-learning julia-language differential-equations differentiable-programming neural-differential-equations

Updated Mar 10, 2020
Jupyter Notebook

adam-r-kowalski / compute_graph

machine-learning deep-learning zig tensors differentiable-programming

Updated Mar 28, 2020
Zig

danilkolikov / dfl

Differentiable Functional Language

machine-learning neural-networks functional-language differentiable-programming

Updated May 5, 2020
Haskell

pytrain

alexjc / pytrain

🚃 Automated task/test framework for writing differentiable software.

python deep-learning pytorch differentiable-programming

Updated Jan 18, 2021
Python

maxwells-daemons / deltaflow

A GPU-accelerated differentiable fluid simulator written in JAX.

fluid-simulation jax differentiable-programming

Updated Feb 1, 2021
Python

samisnotinsane / alpha-grad

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

differentiable-programming

Updated Feb 25, 2021
Python

IvanYashchuk / jax-firedrake

Differentiable interface to Firedrake for JAX

automatic-differentiation adjoint tangent jax differentiable-programming firedrake tangent-linear

Updated Feb 28, 2021

applicaai / successive-halving-topk

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

selector neural-networks operator top-k aaai differentiable-programming topk

Updated Jun 1, 2021
Python

infergo-ml / infergo-studies

Mirror of bitbucket infergo-studies repository

go golang machine-learning automatic-differentiation artificial-intelligence probabilistic-programming algorithmic-differentiation differentiable-programming

Updated Jul 11, 2021
Go

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

seq2seq program-analysis combinatorial-optimization adversarial-machine-learning ml4code big-code differentiable-programming code2seq ml4se ai4code

Updated Nov 15, 2021
Python

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