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d2l-ai/d2l-en

Interactive deep learning book with code and math

28.4K
Archived
Python
Computer Vision
Books & Guides
Jupyter
#deep-learning#machine-learning#computer-vision

deepinsight/insightface

2D/3D face analysis with AI

28.0K
Active
Python
Computer Vision
PyTorch
#face-recognition#face-detection#age-estimation

Tencent/ncnn

High-performance mobile-optimized neural network inference framework for deploying AI models on mobile devices

22.9K
Active
C++
Inference
Cross-Platform
#deep-learning#mobile-ai#ios

apache/mxnet

Deep learning framework for efficiency and flexibility with Python, R, Julia, and more

20.8K
Archived
C++
ML Ops
Apache MXNet
#deep-learning#ml-ops#distributed-training

Mikoto10032/DeepLearning

A comprehensive collection of deep learning tutorials, articles, and resources for developers.

17.2K
Archived
Jupyter Notebook
Deep Learning
Jupyter Notebook
#deep-learning#machine-learning#tutorials

NVIDIA/DeepLearningExamples

A collection of state-of-the-art deep learning scripts for various AI/ML tasks, easily trainable and deployable.

14.7K
Archived
Jupyter Notebook
ML Ops
PyTorch
#deep-learning#computer-vision#natural-language-processing

horovod/horovod

Distributed training framework for deep learning models using popular ML libraries like TensorFlow, Keras, PyTorch, and MXNet.

14.7K
Stable
Python
ML Ops
PyTorch
#distributed-training#deep-learning#machine-learning

lanpa/tensorboardX

tensorboardX provides a PyTorch-friendly interface to TensorBoard, a popular visualization tool for machine learning.

8.0K
Stable
Python
Visualization
CLI Tools
PyTorch
#machine-learning#visualization#tensorboard

dmlc/gluon-cv

An open-source toolkit for computer vision tasks, supporting a wide range of deep learning models and applications.

5.9K
Archived
Python
Computer Vision
ML Ops
MXNet
#computer-vision#deep-learning#machine-learning

microsoft/MMdnn

A set of tools to help developers inter-operate between different deep learning frameworks like Caffe, Keras, TensorFlow, and PyTorch.

5.8K
Stable
Python
Model Conversion
Visualization
Caffe
#deep-learning#model-conversion#visualization

NVIDIA/DALI

A highly optimized GPU-accelerated library for accelerating deep learning training and inference applications.

5.6K
Active
C++
GPU
Data Processing
PyTorch
#gpu#data-processing#deep-learning

awslabs/gluonts

A Python library for probabilistic time series modeling and forecasting, useful for data scientists and ML engineers.

5.1K
Stable
Python
ML Ops
Databases
PyTorch
#time-series#forecasting#deep-learning

deepjavalibrary/djl

An engine-agnostic deep learning framework in Java that supports popular AI/ML runtimes like TensorFlow, PyTorch, and ONNX.

4.8K
Active
Java
LLM Frameworks
API Frameworks
Java
#deep-learning#machine-learning#tensorflow

ahkarami/Deep-Learning-in-Production

A repository sharing notes and references on deploying deep learning models in production.

4.4K
Archived
React
#deep-learning#production#model-serving

dsgiitr/d2l-pytorch

This project reproduces the book 'Dive Into Deep Learning' by adapting the code from MXNet into PyTorch.

4.3K
Archived
Jupyter Notebook
LLM Frameworks
Backend Frameworks
PyTorch
#deep-learning#computer-vision#nlp

TrickyGo/Dive-into-DL-TensorFlow2.0

A project that reimplements the 'Dive into Deep Learning' book's MXNet examples using TensorFlow 2.0 for vibe coders.

3.8K
Archived
Jupyter Notebook
Tutorials & Courses
Backend Frameworks
TensorFlow
#deep-learning#computer-vision#natural-language-processing

bytedance/byteps

A high-performance and generic framework for distributed deep neural network training

3.7K
Archived
Python
ML Ops
API Frameworks
Keras
#distributed-training#deep-learning#machine-learning

polyaxon/polyaxon

Polyaxon is an MLOps platform for managing and orchestrating the machine learning lifecycle.

3.7K
Active
MLOps
API Frameworks
Kubernetes
#machine-learning#mlops#kubernetes

ysh329/deep-learning-model-convertor

A convertor/conversion tool for deep learning models across various deep learning frameworks/software.

3.2K
Archived
Model Serving
CLI Tools
Caffe
#deep-learning#model-conversion#ai-frameworks

tusen-ai/simpledet

A Simple and Versatile Framework for Object Detection and Instance Recognition

3.1K
Archived
Python
React
#object-detection#instance-recognition#mxnet
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