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2,244 search results found

Annotated_deep_learning_paper_implementations ⭐ 41,877

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Fastai ⭐ 25,112

The fastai deep learning library

Learnopencv ⭐ 19,864

Learn OpenCV : C++ and Python Examples

Pytorch Handbook ⭐ 18,594

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友

Deeplearning Models ⭐ 16,142

A collection of various deep learning architectures, models, and tips

Stable Diffusion Webui Colab ⭐ 14,090

stable diffusion webui colab

Dive Into Dl Pytorch ⭐ 13,747

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Nlp Tutorial ⭐ 13,226

Natural Language Processing Tutorial for Deep Learning Researchers

Haystack ⭐ 12,474

🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

Yolov7 ⭐ 12,154

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

Deeplearningexamples ⭐ 12,073

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

Deep Learning With Tensorflow Book ⭐ 11,864

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

Pytorch Book ⭐ 11,409

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

Fingpt ⭐ 10,376

Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We release the trained model on HuggingFace.

🤖 💬 Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)

Tutorials ⭐ 7,583

PyTorch tutorials.

Deeplearning ⭐ 7,463

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

Pytorch Tutorial ⭐ 7,372

Build your neural network easy and fast, 莫烦Python中文教学

Open_clip ⭐ 7,355

An open source implementation of CLIP.

Micrograd ⭐ 6,997

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

Nyu Dlsp20 ⭐ 6,624

NYU Deep Learning Spring 2020

Pytorch Deep Learning ⭐ 6,495

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Deepo ⭐ 6,312

Setup and customize deep learning environment in seconds.

Pyprobml ⭐ 6,066

Python code for "Probabilistic Machine learning" book by Kevin Murphy

Practical_rl ⭐ 5,572

A course in reinforcement learning in the wild

Yolov6 ⭐ 5,388

YOLOv6: a single-stage object detection framework dedicated to industrial applications.

Pytorch Seq2seq ⭐ 5,024

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

Deep Learning V2 Pytorch ⭐ 4,973

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanod

Yet Another Efficientdet Pytorch ⭐ 4,892

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

Bigdl ⭐ 4,728

Accelerate LLM with low-bit (FP4 / INT4 / FP8 / INT8) optimizations using bigdl-llm

Deep Reinforcement Learning ⭐ 4,635

Repo for the Deep Reinforcement Learning Nanodegree program

Pyannote Audio ⭐ 4,460

Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

Deeplearningzerotoall ⭐ 4,425

TensorFlow Basic Tutorial Labs

Eat_pytorch_in_20_days ⭐ 4,274

Pytorch🍊🍉 is delicious, just eat it! 😋😋

Practical Pytorch ⭐ 4,272

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

Distiller ⭐ 4,252

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

Pytorch Sentiment Analysis ⭐ 4,133

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Dlwpt Code ⭐ 4,126

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

Super Gradients ⭐ 4,125

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

Silero Models ⭐ 4,088

Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple

D2l Pytorch ⭐ 3,933

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

Monodepth2 ⭐ 3,762

[ICCV 2019] Monocular depth estimation from a single image

Notebooks ⭐ 3,677

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

Deep_reinforcement_learning_course ⭐ 3,581

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

Alpha Zero General ⭐ 3,497

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

Polyaxon ⭐ 3,438

MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

God Level Data Science Ml Full Stack ⭐ 3,384

A collection of scientific methods, processes, algorithms, and systems to build stories & models. Whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI

Deepchecks ⭐ 3,206

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

Ml Workspace ⭐ 3,197

🛠 All-in-one web-based IDE specialized for machine learning and data science.

Practicalai Cn ⭐ 3,150

AI实战-practicalAI 中文版

Simple Faster Rcnn Pytorch ⭐ 3,107

A simplified implemention of Faster R-CNN that replicate performance from origin paper

Tutorials ⭐ 3,094

Tutorials for creating and using ONNX models

Ml Notebooks ⭐ 2,818

🔥 Machine Learning Notebooks

Pytorchviz ⭐ 2,782

A small package to create visualizations of PyTorch execution graphs

Deep Learning Book ⭐ 2,650

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

Analytics Zoo ⭐ 2,592

Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray

Resource scheduling and cluster management for AI

Machine Learning Book ⭐ 2,474

Code Repository for Machine Learning with PyTorch and Scikit-Learn

Mlops Course ⭐ 2,427

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Whisperspeech ⭐ 2,419

An Open Source text-to-speech system built by inverting Whisper.

Deepnlp Models Pytorch ⭐ 2,372

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

Nerf_pl ⭐ 2,291

NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning

Machine Learning ⭐ 2,260

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

Alpaca Cot ⭐ 2,235

We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to initiate any meaningful PR on this repo and integrate as many LLM related technologies as possible. 我们打造了方便研究人员上手和使用大模型等微调平台，我们欢迎开源爱好者发起任何有意义的pr！

Ml Foundations ⭐ 2,224

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

Benchmarking Gnns ⭐ 2,196

Repository for benchmarking graph neural networks

Carefree Creator ⭐ 2,093

AI magics meet Infinite draw board.

Cs224u ⭐ 2,007

Code for Stanford CS224u

Computer Vision In Action ⭐ 1,979

学习闭环《计算机视觉实战演练：算法与应用》中文电子书、源码、读者交流社区（持续更新中 ...） 📘 在线电子书 https://charmve.github.io/computer-vision-in-actio 👇项目主页

Simple Llm Finetuner ⭐ 1,977

Simple UI for LLM Model Finetuning

Objectron ⭐ 1,958

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following cat

Ml Course ⭐ 1,936

Open Machine Learning course

Uvadlc_notebooks ⭐ 1,860

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).

Pytorch Gat ⭐ 1,815

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

Deep Learning Time Series ⭐ 1,811

List of papers, code and experiments using deep learning for time series forecasting

Labml ⭐ 1,771

🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

Hiddenlayer ⭐ 1,750

Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.

Simclr ⭐ 1,745

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

Thorough Pytorch ⭐ 1,737

PyTorch入门教程，在线阅读地址：https://datawhalechina.github.i

Pytorch 3dunet ⭐ 1,721

3D U-Net model for volumetric semantic segmentation written in pytorch

Cube Studio ⭐ 1,710

cube studio开源云原生一站式机器学习/深度学习AI平台，支持sso登录，多租户/多项目组，数据资产对

Facemaskdetection ⭐ 1,697

开源人脸口罩检测模型和数据 Detect faces and determine whether people are wearing mask.

Rainbow Is All You Need ⭐ 1,637

Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow

Bayesian Neural Networks ⭐ 1,633

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

Deeplearningframeworks ⭐ 1,609

Demo of running NNs across different frameworks

Deeplearningfornlpinpytorch ⭐ 1,605

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

Machine_learning_beginner ⭐ 1,594

机器学习初学者公众号作品

Ganspace ⭐ 1,593

Discovering Interpretable GAN Controls [NeurIPS 2020]

Opacus ⭐ 1,535

Training PyTorch models with differential privacy

Tutorials ⭐ 1,489

MONAI Tutorials

Azureml Examples ⭐ 1,442

Official community-driven Azure Machine Learning examples, tested with GitHub Actions.

Parallelwavegan ⭐ 1,427

Unofficial Parallel WaveGAN (+ MelGAN & Multi-band MelGAN & HiFi-GAN & StyleMelGAN) with Pytorch

Awesome Pytorch List Cnversion ⭐ 1,426

Awesome-pytorch-list 翻译工作进行中......

Hyperlearn ⭐ 1,387

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

Llms From Scratch ⭐ 1,373

Implementing a ChatGPT-like LLM from scratch, step by step

Andrew Ng Notes ⭐ 1,367

This is Andrew NG Coursera Handwritten Notes.

Densedepth ⭐ 1,365

High Quality Monocular Depth Estimation via Transfer Learning

Insightface_pytorch ⭐ 1,336

Pytorch0.4.1 codes for InsightFace

Ganotebooks ⭐ 1,335

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

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