127 results found Sort:

ggerganov
ggml ggerganov
1.1k
11.4k
mit
133
Tensor library for machine learning
tensor-algebra machine-learning large-language-models automatic-differentiation
Created 2022-09-18
1,582 commits to master branch, last one 2 days ago
gorgonia
gorgonia gorgonia
435
5.6k
apache-2.0
191
Gorgonia is a library that helps facilitate machine learning in Go.
go golang gorgonia deeplearning deep-learning hacktoberfest neural-network differentiation gradient-descent machine-learning computation-graph graph-computation deep-neural-networks artificial-intelligence symbolic-differentiation automatic-differentiation
Created 2016-09-14
896 commits to master branch, last one about a year ago
PennyLaneAI
pennylane PennyLaneAI
612
2.4k
apache-2.0
46
PennyLane is a cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Train a quantum computer the same way as a neural network.
jax qml cirq python qiskit pytorch quantum autograd tensorflow optimization deep-learning hacktoberfest neural-network machine-learning strawberryfields quantum-chemistry quantum-computing differentiable-computing quantum-machine-learning automatic-differentiation
Created 2018-04-17
4,902 commits to master branch, last one 18 hours ago
google
tangent google
435
2.3k
apache-2.0
66
Source-to-Source Debuggable Derivatives in Pure Python
autodiff deep-learning machine-learning automatic-differentiation
This repository has been archived (exclude archived)
Created 2017-10-26
68 commits to master branch, last one 6 years ago
stack-of-tasks
pinocchio stack-of-tasks
402
2.0k
bsd-2-clause
64
A fast and flexible implementation of Rigid Body Dynamics algorithms and their analytical derivatives
fcl ros urdf conda cppad casadi python dynamics robotics pinocchio kinematics c-plus-plus code-generation motion-planning rigid-body-dynamics analytical-derivatives automatic-differentiation
Created 2014-10-07
9,272 commits to master branch, last one 8 days ago
nlpodyssey
spago nlpodyssey
86
1.8k
bsd-2-clause
39
Self-contained Machine Learning and Natural Language Processing library in Go
nlp bart bert lstm deeplearning deep-learning language-model neural-network bert-as-service machine-learning computation-graph question-answering recurrent-networks automatic-translation artificial-intelligence transformer-architecture automatic-differentiation named-entities-recognition natural-language-processing
Created 2020-01-05
2,161 commits to main branch, last one 11 months ago
autodiff
autodiff autodiff
173
1.7k
mit
43
automatic differentiation made easier for C++
autodiff derivatives differentiation autodifferentiation auto-differentiation numerical-derivation automatic-differentiation
Created 2018-07-19
596 commits to main branch, last one about a month ago
FluxML
Zygote.jl FluxML
212
1.5k
other
51
21st century AD
julia gradient control-flow julia-compiler machine-learning automatic-differentiation
Created 2018-08-06
2,406 commits to master branch, last one about a month ago
ethz-adrl
control-toolbox ethz-adrl
319
1.5k
bsd-2-clause
46
The Control Toolbox - An Open-Source C++ Library for Robotics, Optimal and Model Predictive Control
cpp ilqg ilqr robotics lqr-controller riccati-solver control-systems optimal-control multiple-shooting rigid-body-dynamics disturbance-observer extended-kalman-filter trajectory-optimization model-predictive-control automatic-differentiation
Created 2019-04-25
1,871 commits to v3.0.2 branch, last one 3 years ago
mratsim
Arraymancer mratsim
95
1.3k
apache-2.0
39
A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends
iot nim cuda cudnn gpgpu opencl openmp tensor ndarray autograd deep-learning gpu-computing linear-algebra matrix-library neural-networks machine-learning parallel-computing multidimensional-arrays automatic-differentiation high-performance-computing
Created 2017-04-13
997 commits to master branch, last one about a month ago
EnzymeAD
Enzyme EnzymeAD
111
1.3k
other
30
High-performance automatic differentiation of LLVM and MLIR.
c ad cpp llvm rust clang enzyme pytorch compiler gradient derivative simulation tensorflow llvm-enzyme deep-learning high-performance machine-learning scientific-computing automatic-differentiation differentiable-programming
Created 2019-02-27
2,282 commits to main branch, last one 5 days ago
owlbarn
owl owlbarn
124
1.2k
mit
45
Owl - OCaml Scientific Computing @ https://ocaml.xyz
gsl mcmc maths matrix ndarray autograd plotting regression statistics optimization linear-algebra neural-network topic-modeling machine-learning scientific-computing sparse-linear-systems statistical-functions numerical-calculations automatic-differentiation algorithmic-differentation
Created 2016-06-20
4,469 commits to main branch, last one 18 days ago
aesara-devs
aesara aesara-devs
152
1.2k
other
19
Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.
aesara theano tensors transpiler optimizing-compiler optimizing-compilers symbolic-computation term-rewriting-system automatic-differentiation
Created 2019-11-12
30,112 commits to main branch, last one 3 months ago
eduardoleao052
js-pytorch eduardoleao052
43
1.1k
mit
10
A JavaScript library like PyTorch, with GPU acceleration.
pytorch deep-learning neural-networks javascript-library automatic-differentiation
Created 2024-02-27
341 commits to main branch, last one about a month ago
JuliaDiff
ForwardDiff.jl JuliaDiff
146
904
other
27
Forward Mode Automatic Differentiation for Julia
julia calculus automatic-differentiation
Created 2013-04-13
807 commits to master branch, last one 15 days ago
kthohr
optim kthohr
136
827
apache-2.0
39
OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions
cpp bfgs cpp11 eigen lbfgs optim eigen3 newton openmp armadillo optimization gradient-descent differential-evolution openmp-parallelization evolutionary-algorithms optimization-algorithms automatic-differentiation particle-swarm-optimization numerical-optimization-methods
Created 2017-06-14
307 commits to master branch, last one 7 months ago
ThoughtWorksInc
DeepLearning.scala ThoughtWorksInc
87
770
apache-2.0
74
A simple library for creating complex neural networks
dsl scala deep-learning neural-network machine-learning deep-neural-networks symbolic-computation functional-programming domain-specific-language automatic-differentiation
Created 2016-11-21
1,893 commits to 3.0.x branch, last one 5 years ago
peterdsharpe
AeroSandbox peterdsharpe
132
766
mit
35
Aircraft design optimization made fast through computational graph transformations (e.g., automatic differentiation). Composable analysis tools for aerodynamics, propulsion, structures, trajectory des...
cfd mdo vlm mdao xfoil python 3d-panel aircraft airplane analysis aerospace simulation aerodynamics optimization aircraft-design aerodynamic-analysis aerospace-engineering automatic-differentiation
Created 2019-05-15
4,276 commits to master branch, last one 10 days ago
stan-dev
math stan-dev
188
760
bsd-3-clause
50
The Stan Math Library is a C++ template library for automatic differentiation of any order using forward, reverse, and mixed modes. It includes a range of built-in functions for probabilistic modelin...
cpp math stan boost eigen sundials stan-math-library automatic-differentiation
Created 2015-07-01
28,397 commits to develop branch, last one 11 days ago
oreilly-japan
deep-learning-from-scratch-3 oreilly-japan
297
754
mit
39
『ゼロから作る Deep Learning ❸』(O'Reilly Japan, 2020)
gpu python autograd deep-learning nueral-networks automatic-differentiation
Created 2019-10-25
330 commits to master branch, last one 7 months ago
SciML
Optimization.jl SciML
83
739
mit
15
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable inte...
julia sciml optimization hacktoberfest local-optimization convex-optimization global-optimization nonlinear-optimization automatic-differentiation mixed-integer-programming algorithmic-differentiation scientific-machine-learning derivative-free-optimization
Created 2020-05-06
2,106 commits to master branch, last one 12 days ago
mcabbott
Tullio.jl mcabbott
29
615
mit
10
⅀
julia einsum tensor notation automatic-differentiation
Created 2019-06-23
624 commits to master branch, last one 11 days ago
PennyLaneAI
qml PennyLaneAI
188
563
apache-2.0
22
Introductions to key concepts in quantum programming, as well as tutorials and implementations from cutting-edge quantum computing research.
qml demo pytorch autograd tutorials tensorflow key-concepts neural-networks quantum-chemistry quantum-computing quantum-machine-learning automatic-differentiation
Created 2019-10-09
1,029 commits to master branch, last one 18 hours ago
metaopt
torchopt metaopt
35
557
apache-2.0
14
TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
meta-rl pytorch optimizer optimization deep-learning meta-learning bilevel-optimization functional-programming implicit-differentiation automatic-differentiation differentiable-programming differentiable-optimization meta-reinforcement-learning
Created 2022-04-08
262 commits to main branch, last one 5 months ago
ott-jax
ott ott-jax
82
553
apache-2.0
10
Optimal transport tools implemented with the JAX framework, to get differentiable, parallel and jit-able computations.
jax sinkhorn optimal-transport gromov-wasserstein automatic-differentiation
Created 2021-12-24
968 commits to main branch, last one 18 days ago
breandan
kotlingrad breandan
21
532
apache-2.0
20
🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types
types kotlin chinese optimization shape-safety linear-algebra message-passing computer-algebra gradient-descent array-programming algebraic-data-types multi-stage-programming symbolic-differentiation automatic-differentiation differentiable-programming
Created 2018-10-19
1,672 commits to master branch, last one 4 days ago
raskr
rust-autograd raskr
37
487
mit
22
Tensors and differentiable operations (like TensorFlow) in Rust
rust tensor autograd deep-learning neural-networks machine-learning automatic-differentiation
Created 2017-09-05
386 commits to master branch, last one about a year ago
chakravala
Grassmann.jl chakravala
38
475
agpl-3.0
20
⟨Grassmann-Clifford-Hodge⟩ multilinear differential geometric algebra
tensor algebra topology manifolds lie-groups quaternion linear-algebra tensor-algebra complex-numbers computer-algebra clifford-algebras geometric-algebra quantum-computing geometry-processing simplicial-complexes differential-geometry computational-geometry automatic-differentiation discrete-exterior-calculus
Created 2017-08-26
368 commits to master branch, last one 13 days ago
EnzymeAD
Enzyme.jl EnzymeAD
68
468
mit
13
Julia bindings for the Enzyme automatic differentiator
ad llvm julia enzyme compiler machine-learning automatic-differentiation differentiable-programming
Created 2019-09-06
1,468 commits to main branch, last one 2 days ago
JuliaDiff
ChainRules.jl JuliaDiff
89
441
other
20
forward and reverse mode automatic differentiation primitives for Julia Base + StdLibs
julia mixed-mode forward-mode reverse-mode hacktoberfest automatic-differentiation
Created 2018-11-16
1,207 commits to main branch, last one about a month ago