Topic: autograd

pytorch / pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

neural-network autograd gpu numpy deep-learning tensor python

C++ Updated Apr 4, 2019 5 issues need help

chenyuntc / pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch pytorch-tutorials pytorch-tutorials-cn deep-learning neural-style charrnn gan caption neuraltalk image-classification visdom tensorboard nn tensor autograd jupyter-notebook

Jupyter Notebook Updated Mar 26, 2019 1 issue needs help

facebookresearch / flashlight

813

A C++ standalone library for machine learning

flashlight machine-learning autograd cpp deep-learning neural-network ml

C++ Updated Apr 3, 2019

owlbarn / owl

705

Owl - OCaml Scientific and Engineering Computing @ http://ocaml.xyz

OCaml Updated Mar 29, 2019 1 issue needs help

mratsim / Arraymancer

404

A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via…

Nim Updated Mar 4, 2019 3 issues need help

jermwatt / machine_learning_refined

306

Notes, examples, and Python demos for the textbook "Machine Learning Refined" (Cambridge University Press).

machine-learning deep-learning artificial-intelligence data-science jupyter-notebook numpy autograd machine-learning-algorithms lecture-notes slides neural-network

Python Updated Apr 2, 2019

kaszperro / slick-dnn

106

Tiny and elegant deep learning library

deep-learning autograd machine-learning-library deep-neural-networks deep-learning-library

Python Updated Feb 12, 2019

denizyuret / AutoGrad.jl

104

Julia port of the Python autograd package.

autograd knet automatic-differentiation machine-learning deep-learning data-science neural-networks

Julia Updated Mar 23, 2019

rusty1s / pytorch_sparse

82

PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations

pytorch sparse deep-learning python autograd

Python Updated Mar 22, 2019

amdegroot / pytorch-containers

79

Torch Containers simplified in PyTorch

pytorch complex-architectures autograd pytorch-containers torch

Lua Updated Apr 28, 2017

botkop / scorch

59

scorch is a deep learning framework in Scala inspired by PyTorch

scala deep-learning pytorch autograd

Scala Updated Apr 4, 2019

airlab-unibas / airlab

48

Image registration laboratory for 2D and 3D image data

image-registration autograd pytorch rapid-prototyping image-alignment

Python Updated Feb 26, 2019

raskr / rust-autograd

43

Tensors and differentiable operations (like TensorFlow) in Rust

rust tensor automatic-differentiation autograd neural-networks deep-learning machine-learning

Rust Updated Mar 25, 2019

breandan / kotlingrad

41

Kotlin𝛁: Differentiable Functional Programming with Algebraic Data Types

automatic-differentiation differentiable-programming autograd backpropagation computer-algebra algebra functional-programming kotlin

TeX Updated Apr 2, 2019

ictxiangxin / paradox

36

Deep-Learning framework from scratch

deep-learning machine-learning autograd symbolic-computation from-scratch

Python Updated Oct 13, 2018

rsokl / MyGrad

27

A pure-python/numpy autograd tensor library

numpy autograd autodifferentiation deep-learning educational-software

Python Updated Mar 14, 2019 1 issue needs help

bat67 / pytorch-examples-cn

16

用例子学习PyTorch1.0（Learning PyTorch with Examples 中文翻译与学习）

pytorch numpy learning-pytorch pytorch-tutorial autograd pytorch-nn tensor translation

Jupyter Notebook Updated Mar 11, 2019

mratsim / nim-rmad

8

Autograd (backpropagation, reverse-mode auto differentiation) in Nim

autograd nim deep-learning backpropagation gradient-descent

Nim Updated Oct 25, 2017

clearlycloudy / treez

7

A collection of tree data structures, SARSA, and autograd, Work in Progress

tree mcts sarsa-search segment-tree prefix-tree autograd

Rust Updated Mar 26, 2019

Kashu7100 / Qualia2.0

5

Qualia2.0 is a deep learning framework deeply integrated with automatic differentiation and dynamic graphing with CUD…

neural-networks deep-learning gpu cuda autograd python3 automatic-differentiation reinforcement-learning

Python Updated Apr 4, 2019

amkatrutsa / dmg

4

Source code for Deep Multigrid method https://arxiv.org/pdf/1711.03825.pdf

multigrid autograd helmholtz-equation poisson-equation amg homotopy pyamg

Jupyter Notebook Updated Mar 24, 2019

evcu / numpy_autograd

3

a simple implementation of autograd engine

autograd ml pytorch numpy variable

Jupyter Notebook Updated Sep 22, 2018

jermwatt / autograd_tutorials

1

A set of autograd tutorial notebooks

autograd autograd-tutorials jupyter-notebook lecture-notes automatic-differentiation backpropagation

Jupyter Notebook Updated Feb 8, 2019

samridhishree / Machine-Learning-for-Large-Datasets

1

Machine Learning models for large datasets

big-data large-dataset bigml guinea-pig lda hadoop autodiff parameter-server lda-gibbs-sampling guineapig sparse-sgd autograd document-classification mapreduce hadoop-mapreduce

Gnuplot Updated Jan 19, 2018

marcpalaci689 / Givens-Transform

Autograd compatible Givens Transforms which is especially useful for optimization on a Stiefel Manifold.

autograd stiefel-manifold optimization givens-transform givens-rotations

Python Updated Apr 3, 2018

Luvata / autograd-framework

An implementation of simple deep learning framework with autograd, from scratch (numpy)

deep-learning numpy autograd scratch

Python Updated Mar 16, 2019

palle-k / DL4S

Deep Learning for Swift - An implementation of automatic differentiation and various deep learning operators

deep-learning neural-networks autograd automatic-differentiation gradient-descent recurrent-neural-networks lstm gated-recurrent-unit

Swift Updated Mar 31, 2019

fwcd / MiniML

Computation graphs, automatic differentiation and machine learning for Kotlin

machine-learning autograd computation-graph tensor gradient

Kotlin Updated Feb 24, 2019

MedChaabane / PyTorchSimpleExamples

Examples from scratch using PyTorch

pytorch autograd linear-regression transfer-learning rnn-lstm rnn-gru

Jupyter Notebook Updated Nov 1, 2018

autograd

Repositories 29