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d2l-ai /d2l-en

Star28.2k

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

python data-science machine-learning natural-language-processing reinforcement-learning computer-vision deep-learning mxnet book notebook tensorflow keras pytorch kaggle hyperparameter-optimization recommender-system gaussian-processes jax

UpdatedAug 18, 2024
Python

deepinsight /insightface

Star27.9k

State-of-the-art 2D and 3D Face Analysis Project

mxnet pytorch face-recognition face-detection face-alignment paddlepaddle age-estimation arcface oneflow retinaface

UpdatedFeb 2, 2026
Python

Tencent /ncnn

Star22.8k

ncnn is a high-performance neural network inference framework optimized for the mobile platform

android ios caffe deep-learning neural-network mxnet tensorflow vulkan keras inference pytorch artificial-intelligence simd riscv darknet arm-neon high-preformance ncnn onnx mlir

UpdatedFeb 20, 2026
C++

apache /mxnet

Star20.8k

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

mxnet

UpdatedOct 25, 2023
C++

Mikoto10032 /DeepLearning

Star17.2k

深度学习入门教程, 优秀文章, Deep Learning Tutorial

machine-learning deep-learning mxnet tensorflow cnn pytorch kaggle gan rnn machinelearning deeplearning gcn

UpdatedApr 21, 2022
Jupyter Notebook

NVIDIA /DeepLearningExamples

Star14.7k

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

nlp translation computer-vision deep-learning mxnet tensorflow pytorch speech-synthesis speech-recognition forecasting drug-discovery recommender-systems paddlepaddle tensorflow2 large-language-models

UpdatedAug 12, 2024
Jupyter Notebook

horovod /horovod

Star14.7k

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

machine-learning spark deep-learning uber mxnet tensorflow mpi keras pytorch machinelearning baidu deeplearning ray

UpdatedDec 1, 2025
Python

ufoym /deepo

Star6.3k

Setup and customize deep learning environment in seconds.

caffe lasagne theano deep-learning jupyter mxnet chainer cntk tensorflow docker-image keras torch pytorch caffe2 sonnet dockerfile-generator onnx

UpdatedJan 29, 2023
Python

dmlc /gluon-cv

Star5.9k

Gluon CV Toolkit

machine-learning computer-vision deep-learning neural-network mxnet gan image-classification object-detection gluon semantic-segmentation action-recognition pose-estimation person-reid

UpdatedNov 25, 2024
Python

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

visualization caffe mxnet cntk tensorflow keras pytorch darknet coreml onnx model-converter

UpdatedAug 7, 2025
Python

NVIDIA /DALI

Star5.6k

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

python machine-learning deep-learning neural-network mxnet gpu image-processing pytorch gpu-tensorflow data-processing data-augmentation audio-processing paddle image-augmentation fast-data-pipeline