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MingchaoZhu/DeepLearning

This Python repository provides a deep dive into the math, principles, and code behind the 'Deep Learning' book, a.k.a. the 'Deep Learning Bible'.

7.6K
Archived
Python
LLM Frameworks
Books & Guides
Python
#deep-learning#machine-learning#python

amusi/awesome-object-detection

A curated list of awesome object detection resources and libraries for computer vision and deep learning.

7.5K
Archived
Computer Vision
Tutorials & Courses
#object-detection#deep-learning#computer-vision

h2oai/h2o-3

An open-source, distributed machine learning platform with support for various algorithms and autoML.

7.5K
Active
Jupyter Notebook
ML Ops
Databases
#machine-learning#automl#distributed

1adrianb/face-alignment

A 2D and 3D face alignment library built using PyTorch for face detection and alignment.

7.5K
Archived
Python
Computer Vision
ML Ops
#face-detection#face-alignment#computer-vision

open-mmlab/mmagic

An open-source, multi-purpose AI creation toolbox for text-to-image, image/video processing, and more.

7.4K
Archived
Jupyter Notebook
Computer Vision
Generative AI
PyTorch
#text-to-image#image-generation#image-processing

tensorlayer/TensorLayer

A deep learning and reinforcement learning library for scientists and engineers, with support for TensorFlow.

7.4K
Archived
Python
ML Ops
AI SDKs & Wrappers
TensorFlow
#deep-learning#reinforcement-learning#computer-vision

fchollet/deep-learning-models

A collection of Keras code and pre-trained weights for popular deep learning models.

7.4K
Archived
Python
ML Ops
API Frameworks
Python
#deep-learning#keras#models

google-deepmind/lab

A customizable 3D platform for agent-based AI research and development.

7.3K
Archived
C
Agents & Orchestration
Computer Vision
C
#artificial-intelligence#deep-learning#machine-learning

PaddlePaddle/Paddle-Lite

PaddlePaddle Lite is a high-performance deep learning inference engine for mobile and edge devices.

7.2K
Experimental
C++
Inference
Mobile
#deep-learning#mobile-deep-learning#embedded

carpedm20/DCGAN-tensorflow

A TensorFlow implementation of Deep Convolutional Generative Adversarial Networks (DCGAN) for building AI-powered generative models.

7.2K
Archived
JavaScript
Generative Models
Computer Vision
TensorFlow
#generative-adversarial-networks#dcgan#computer-vision

rasbt/python-machine-learning-book-2nd-edition

A comprehensive code repository for the popular 'Python Machine Learning (2nd edition)' book, covering data science, machine learning, and deep learning topics.

7.2K
Archived
Jupyter Notebook
Machine Learning
Databases
Python
#machine-learning#data-science#deep-learning

greyhatguy007/Machine-Learning-Specialization-Coursera

Solutions and notes for the Machine Learning Specialization by Andrew NG on Coursera.

7.1K
Stable
Jupyter Notebook
Tutorials & Courses
Jupyter Notebook
#andrew-ng#coursera#machine-learning

harvardnlp/annotated-transformer

An annotated implementation of the Transformer paper, a key deep learning model for NLP tasks.

7.1K
Archived
Jupyter Notebook
LLM Frameworks
Learning & Education
Python
#natural-language-processing#machine-learning#deep-learning

apple/corenet

CoreNet is a library for training deep neural networks, with a focus on building AI-powered coding tools.

7.0K
Stable
Jupyter Notebook
LLM Frameworks
AI Code Editors
#neural-networks#ai-tools#deep-learning

OpenNMT/OpenNMT-py

Open-source PyTorch library for building neural machine translation and language models.

7.0K
Stable
Python
LLM Frameworks
API Frameworks
PyTorch
#machine-translation#language-model#deep-learning

SerpentAI/SerpentAI

A Python framework for creating AI agents that can learn to play any game you own

7.0K
Archived
Python
Agents & Orchestration
Computer Vision
Python
#game-ai#computer-vision#machine-learning

NVIDIA/pix2pixHD

A PyTorch library for synthesizing and manipulating high-resolution 2048x1024 images using conditional GANs.

7.0K
Archived
Python
Computer Vision
Generative Adversarial Network
PyTorch
#computer-graphics#deep-learning#image-synthesis

deeppavlov/DeepPavlov

An open-source library for deep learning end-to-end dialog systems and chatbots.

7.0K
Stable
Python
TensorFlow
#deep-learning#dialogue-agents#natural-language-processing

PaddlePaddle/models

Officially maintained deep learning models by PaddlePaddle, covering computer vision, NLP, speech, and more.

6.9K
Archived
Python
Computer Vision
Natural Language Processing
PaddlePaddle
#deep-learning#models#neural-network

afshinea/stanford-cs-230-deep-learning

A collection of cheatsheets for the Stanford CS 230 Deep Learning course, covering key concepts and techniques.

6.9K
Archived
ML Ops
Cheatsheets
#deep-learning#convolutional-neural-networks#recurrent-neural-networks
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