deep-learning-library

There are 70 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.

    11.1k465232.1k

  • salesforce/LAVIS

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

    Language:Jupyter Notebook9k95619893

  • NVIDIA/cutlass

    CUDA Templates for Linear Algebra Subroutines

    Language:C++4.7k107894819

  • Lasagne/Lasagne

    Lightweight library to build and train neural networks in Theano

    Language:Python3.8k217517951
  • sparseml

    neuralmagic/sparseml

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

    Language:Python2k47200140

  • 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.

    Language:C#58725225121

  • SforAiDl/KD_Lib

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

    Language:Python579166357

  • borgwang/tinynn

    A lightweight deep learning library

    Language:Python3629892

  • 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)

    Language:Vue2497524

  • sidroopdaska/SelfDrivingCar

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

    Language:Jupyter Notebook22512399

  • tariqdaouda/Mariana

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

    Language:JavaScript151121632
  • N2D2

    CEA-LIST/N2D2

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

    Language:C1431511035

  • duyongan/sunstreaker

    以jax为后端的类似keras的框架

    Language:Python122413

  • kaszperro/slick-dnn

    Tiny and elegant deep learning library

    Language:Python1207110

  • chncwang/InsNet

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

    Language:C++653012
  • 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.

    Language:Python513122

  • maet3608/nuts-ml

    Flow-based data pre-processing for deep learning

    Language:Python3152010

  • library-testing/Muffin

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

    Language:Python29153

  • arthurdjn/nets

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

    Language:Python28221

  • VICO-UoE/mlpractical

    Machine Learning Practical Course Code Repository

    Language:Jupyter Notebook276022

  • pronobis/libspn

    Library for learning and inference with Sum-product Networks

    Language:Python2410433

  • DensoITLab/Demitasse

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

    Language:C++23605

  • E1eveNn/shinnosuke

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

    Language:Python21110

  • deephub-ai/torch-handle

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

    Language:Python19205

  • 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.

    Language:C#19758

  • ChristophReich1996/ToeffiPy

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

    Language:Python1520

  • david-leon/Dandelion

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

    Language:Python15412

  • penguinmenac3/starttf

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

    Language:Python152114

  • VedantYadav/VQA

    VQA - Visual Question Answering

    Language:Python133716

  • speedcell4/torchrua

    Manipulate tensors with PackedSequence and CattedSequence

    Language:Python12310

  • Emperor-WS/PyEmber

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

    Language:Python10101

  • makefile/darknet

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

    Language:C10305

  • 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

    Language:Python9133

  • rvinas/nnn

    Neural network from scratch in Python using Numpy

    Language:Python9101
  • rn-Neural-Network-in-pure-PHP-ML-AI

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

    Neural Network in pure PHP

    Language:PHP9171

  • YeongHyeon/white-box-layer

    Deep Learning Package based on TensorFlow.

    Language:Python8201