deep-learning-library

There are 18 repositories under deep-learning-library topic.

• ritchieng / the-incredible-pytorch

  The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

  deep-learningdeep-learning-librarydeep-learning-tutorialdeep-neural-networkspythonpytorch
  11469

• salesforce / LAVIS

  LAVIS - A One-stop Library for Language-Vision Intelligence

  deep-learningdeep-learning-libraryimage-captioningmultimodal-datasetsmultimodal-deep-learningsalesforcevision-and-languagevision-frameworkvision-language-pretrainingvision-language-transformervisual-question-anwsering
  Language:Jupyter Notebook 9848

• NVIDIA / cutlass

  CUDA Templates for Linear Algebra Subroutines

  cppcudadeep-learningdeep-learning-librarygpunvidia
  Language:C++ 5603

• Lasagne / Lasagne

  Lightweight library to build and train neural networks in Theano

  deep-learning-libraryneural-networkspythontheano
  Language:Python 3843
• sparseml

  neuralmagic / sparseml

  Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

  automlcomputer-vision-algorithmsdeep-learning-algorithmsdeep-learning-librarydeep-learning-modelsimage-classificationkerasnlpobject-detectiononnxpruningpruning-algorithmspytorchsmaller-modelssparsificationsparsification-recipessparsitytensorflowtransfer-learning
  Language:Python 2059

• SforAiDl / KD_Lib

  A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.

  algorithm-implementationsbenchmarkingdata-sciencedeep-learning-libraryknowledge-distillationmachine-learningmodel-compressionpruningpytorchquantization
  Language:Python 605

• SciSharp / Keras.NET

  Keras.NET is a high-level neural networks API for C# and F#, with Python Binding and capable of running on top of TensorFlow, CNTK, or Theano.

  keraskeras-neural-networkscsharp-libraryneural-networkdeep-learningdeep-learning-libraryfsharp-library
  Language:C# 599

• borgwang / tinynn

  A lightweight deep learning library

  deep-learning-frameworkdeep-learning-libraryproject-based-learning
  Language:Python 375

• cbaziotis / neat-vision

  Neat (Neural Attention) Vision, is a visualization tool for the attention mechanisms of deep-learning models for Natural Language Processing (NLP) tasks. (framework-agnostic)

  attentionattention-mechanismattention-mechanismsattention-scoresattention-visualizationdeep-learningdeep-learning-librarydeep-learning-visualizationnatural-language-processingnlpself-attentionself-attentive-rnntext-visualizationvisualizationvuejs
  Language:Vue 250

• sidroopdaska / SelfDrivingCar

  A collection of all projects pertaining to different layers in the SDC software stack

  backpropagationbehavioral-cloningclassificationcomputational-graphscomputer-visiondeep-learningdeep-learning-librarydeep-neural-networkskeraslane-lines-detectionlane-trackingopencvpython3scikit-imagescikit-learnself-driving-cartensorflowvehicle-detection-and-tracking
  Language:Jupyter Notebook 228

• tariqdaouda / Mariana

  The Cutest Deep Learning Framework which is also a wonderful Declarative Language

  artificial-intelligenceartificial-neural-networksdata-sciencedeep-learningdeep-learning-algorithmsdeep-learning-librarydeep-neural-networksdeeplearningmachine-learningmachine-learning-algorithmsmachinelearningpythontheano
  Language:JavaScript 151
• N2D2

  CEA-LIST / N2D2

  N2D2 is an open source CAD framework for Deep Neural Network simulation and full DNN-based applications building.

  deep-learningdeep-learning-librarydeep-neural-networksspike-inferenceartificial-intelligencemachine-learningneural-network
  Language:C 146

• duyongan / sunstreaker

  以jax为后端的类似keras的框架

  beginner-friendlydata-sciencedeep-learningdeep-learning-algorithmsdeep-learning-frameworkdeep-learning-librarydeep-learning-tutorialdeep-neural-networksjaxkerasmachine-learningmlneural-networknlpnumpypythonpytorchscikit-learntensorflow
  Language:Python 122

• kaszperro / slick-dnn

  Tiny and elegant deep learning library

  autograddeep-learningdeep-learning-librarydeep-neural-networksmachine-learning-library
  Language:Python 121

• chncwang / InsNet

  InsNet Runs Instance-dependent Neural Networks with Padding-free Dynamic Batching.

  deep-learning-librarydynamic-batchingnlp
  Language:C++ 66
• breast_cancer_detection

  mrdvince / breast_cancer_detection

  Breast Cancer Detection classifier built from the The Breast Cancer Histopathological Image Classification (BreakHis) dataset composed of 7,909 microscopic images.

  pytorchmachinemachine-learningbreast-cancerbreast-cancer-predictiondeep-learningdeep-learning-librarydetectionhistopathological-images
  Language:Python 54

• arthurdjn / nets

  Recreating PyTorch from scratch, using Numpy. Supports FCN, CNN, RNN layers.

  numpyautograddeep-learningneural-networkpythonnumpy-librarymachine-learningdeep-learning-librarymachine-learning-projectsframeworkback-propagationgradient-descentconvolutional-neural-networksrecurrent-neural-networksfully-convolutional-networks
  Language:Python 31

• maet3608 / nuts-ml

  Flow-based data pre-processing for deep learning

  data-preprocessingdata-sciencedeep-learningdeep-learning-frameworkdeep-learning-library
  Language:Python 31

• library-testing / Muffin

  This is the implementation repository of our ICSE'22 paper: Muffin: Testing Deep Learning Libraries via Neural Architecture Fuzzing.

  deep-learning-libraryfuzzingkerastesting
  Language:Python 30

• DensoITLab / Demitasse

  Demitasse: SPMD Programing Implementation of Deep Neural Network Library for Mobile Devices(NeurIPS2016WS)

  deep-neural-networksdeeplearningdeep-learningdeep-learning-libraryioscaffemacos
  Language:C++ 23

• pronobis / libspn

  Library for learning and inference with Sum-product Networks

  spndeep-learningdeep-learning-librarymachine-learningmachine-learning-librarytensorflow
  Language:Python 23

• E1eveNn / shinnosuke

  A keras-like API deep learning framework,realized by Numpy only.Support CNN, RNN, LSTM, Dense, etc.

  deep-learningdeep-neural-networksdeep-learning-tutorialdeep-learning-algorithmsdeep-learning-librarydeep-learning-framework
  Language:Python 21

• deephub-ai / torch-handle

  TorchHandle makes your PyTorch development more efficient and make you use PyTorch more comfortable

  cross-validationcustom-metricsdeep-learningdeep-learning-frameworkdeep-learning-librarygpugradient-accumulationmachine-learningnotebookspythonpytorchtensorboard
  Language:Python 19

• StanislavGrigoriev / EasyCNTK

  C# library for easy Deep Learning and Deep Reinforcement Learning. It is wrapper over C# CNTK API. Has implementation of layers (LSTM, Convolution etc.), optimizers, losses, shortcut-connections, sequential model, sequential multi-output model, agent teachers, policy gradients, actor-critic etc. Contains helpers for work with dataset (split, statistics, SMOTE etc). Allows train, evaluate and inference deep neural networks in style similar to Keras.

  cntkc-sharpdeep-neural-networksdeep-learning-librarycognitive-toolkitdeep-learningmachine-learning
  Language:C# 19

• VICO-UoE / mlpractical

  Machine Learning Practical Course Code Repository

  course-labsdeep-learning-library
  Language:Jupyter Notebook 19

• ybubnov / torch_geopooling

  The geospatial pooling modules for neural networks in PyTorch

  deep-learningdeep-learning-librarygeospatialmachine-learningpythonpytorch
  Language:C++ 18

• ChristophReich1996 / ToeffiPy

  ToeffiPy is a PyTorch like autograd/deep learning library based only on NumPy.

  deep-learning-libraryautomatic-differentiationdeep-learningautogradnumpyneural-networkstoeffipypythonquarantine-projectneural-networkmnist-classification
  Language:Python 16

• david-leon / Dandelion

  A light weight deep learning framework, on top of Theano, offering better balance between flexibility and abstraction

  deep-learning-libraryartificial-intelligencetheanopython3
  Language:Python 15

• penguinmenac3 / starttf

  A tensorflow batteries included kit to write tensorflow networks from scratch or use existing ones.

  tensorflowtfrecordsestimatordeep-learningdeep-learning-librarydeep-learning-tutoriallossvgg16
  Language:Python 15

• VedantYadav / VQA

  VQA - Visual Question Answering

  deep-learningdeep-learning-libraryquestion-answering
  Language:Python 13

• speedcell4 / torchrua

  Manipulate tensors with PackedSequence and CattedSequence

  catted-sequencedeep-learning-libraryjitpacked-sequencepytorch
  Language:Python 12

• Emperor-WS / PyEmber

  An Educational Framework Based on PyTorch for Deep Learning Education and Exploration

  adam-optimizerartificial-intelligenceautogradbackpropagationconvolutional-neural-networkscupydeep-learningdeep-learning-frameworkdeep-learning-librarydeep-neural-networksfeedforward-neural-networkgenetic-algorithmgradient-descentneural-networknumpyoptimizerperceptronspythonpytorchtraining-algorithms
  Language:Python 10

• makefile / darknet

  YOLOv2 of Windows (VS2013update5, 64) version for object detection.

  cvobject-detectiondeep-learning-library
  Language:C 10

• shsarv / Deep-Learning-Projects

  In this repository, I will keep my all Deep Learning project implementations.

  deepdeep-learning-papersdeep-learning-projectsdl-projectsdeep-learning-modelsdeep-learning-tutorialdeep-learning-librarydeep-learning-algorithmsdeeplearning-aidl-pipelines
  Language:Jupyter Notebook 10

• nanguoyu / SemiFlow

  SemiFlow is a deep learning framework with automatic differentiation and automatic shape inference, developing from Numpy. 一个基于Numpy支持自动求导的深度学习框架

  deep-learning-frameworkdeep-learning-library
  Language:Python 9
• rn-Neural-Network-in-pure-PHP-ML-AI

  vivesweb / rn-Neural-Network-in-pure-PHP-ML-AI

  Neural Network in pure PHP

  neural-networkmachine-learningdeep-learningdeep-learning-libraryartificial-intelligenceartificial-neural-networksbackpropagationbackpropagation-learning-algorithmbackpropagation-algorithmbackpropagation-neural-networkbackpropagation-networkspure-phpphp
  Language:PHP 9