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Deep learning

Deep learning is an AI function and a subset of machine learning, used for processing large amounts of complex data. Deep learning can automatically create algorithms based on data patterns.

https://github.com/tensorflow/tensorflow

An Open Source Machine Learning Framework for Everyone

deep-learning deep-neural-networks distributed machine-learning ml neural-network python tensorflow

Last synced: 30 Dec 2024

https://github.com/pytorch/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

autograd deep-learning gpu machine-learning neural-network numpy python tensor

Last synced: 30 Dec 2024

https://github.com/opencv/opencv

Open Source Computer Vision Library

c-plus-plus computer-vision deep-learning image-processing opencv

Last synced: 30 Dec 2024

https://github.com/d2l-ai/d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

book chinese computer-vision deep-learning machine-learning natural-language-processing notebook python

Last synced: 30 Dec 2024

https://github.com/CorentinJ/Real-Time-Voice-Cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

deep-learning python pytorch tensorflow tts voice-cloning

Last synced: 25 Oct 2024

https://github.com/corentinj/real-time-voice-cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

deep-learning python pytorch tensorflow tts voice-cloning

Last synced: 30 Dec 2024

https://github.com/labmlai/annotated_deep_learning_paper_implementations

🧑‍🏫 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, ... 🧠

attention deep-learning deep-learning-tutorial gan literate-programming machine-learning neural-networks optimizers pytorch reinforcement-learning transformer transformers

Last synced: 30 Dec 2024

https://github.com/dair-ai/prompt-engineering-guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

chatgpt deep-learning language-model openai prompt-engineering

Last synced: 30 Dec 2024

https://github.com/dair-ai/Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

chatgpt deep-learning language-model openai prompt-engineering

Last synced: 26 Oct 2024

https://github.com/aymericdamien/tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

deep-learning examples machine-learning python tensorflow tutorial

Last synced: 30 Dec 2024

https://github.com/aymericdamien/TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

deep-learning examples machine-learning python tensorflow tutorial

Last synced: 25 Oct 2024

https://github.com/songrotek/Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-learning

Last synced: 18 Dec 2024

https://github.com/floodsung/deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-learning

Last synced: 29 Dec 2024

https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-learning

Last synced: 30 Oct 2024

https://github.com/microsoft/deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

billion-parameters compression data-parallelism deep-learning gpu inference machine-learning mixture-of-experts model-parallelism pipeline-parallelism pytorch trillion-parameters zero

Last synced: 30 Dec 2024

https://github.com/babysor/mockingbird

🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time

ai deep-learning pytorch speech text-to-speech tts

Last synced: 30 Dec 2024

https://github.com/naptha/tesseract.js

Pure Javascript OCR for more than 100 Languages 📖🎉🖥

deep-learning javascript ocr tesseract webassembly

Last synced: 30 Dec 2024

https://github.com/babysor/MockingBird

🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time

ai deep-learning pytorch speech text-to-speech tts

Last synced: 27 Oct 2024

https://github.com/TencentARC/GFPGAN

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

deep-learning face-restoration gan gfpgan image-restoration pytorch super-resolution

Last synced: 25 Oct 2024

https://github.com/tencentarc/gfpgan

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

deep-learning face-restoration gan gfpgan image-restoration pytorch super-resolution

Last synced: 30 Dec 2024

https://github.com/ray-project/ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

automl data-science deep-learning deployment distributed hyperparameter-optimization hyperparameter-search java llm-serving machine-learning model-selection optimization parallel python pytorch ray reinforcement-learning rllib serving tensorflow

Last synced: 30 Dec 2024

https://github.com/gradio-app/gradio

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

data-analysis data-science data-visualization deep-learning deploy gradio gradio-interface hacktoberfest interface machine-learning models python python-notebook ui ui-components

Last synced: 30 Dec 2024

https://github.com/BVLC/caffe

Caffe: a fast open framework for deep learning.

deep-learning machine-learning vision

Last synced: 25 Oct 2024

https://github.com/bvlc/caffe

Caffe: a fast open framework for deep learning.

deep-learning machine-learning vision

Last synced: 30 Dec 2024

https://github.com/microsoft/DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

billion-parameters compression data-parallelism deep-learning gpu inference machine-learning mixture-of-experts model-parallelism pipeline-parallelism pytorch trillion-parameters zero

Last synced: 28 Oct 2024

https://github.com/yunjey/pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

deep-learning neural-networks pytorch pytorch-tutorial

Last synced: 30 Dec 2024

https://github.com/tatsu-lab/stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

deep-learning instruction-following language-model

Last synced: 30 Dec 2024

https://github.com/Lightning-AI/pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

ai artificial-intelligence data-science deep-learning machine-learning python pytorch

Last synced: 29 Oct 2024

https://github.com/lightning-ai/pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

ai artificial-intelligence data-science deep-learning machine-learning python pytorch

Last synced: 30 Dec 2024

https://github.com/donnemartin/data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

aws big-data caffe data-science deep-learning hadoop kaggle keras machine-learning mapreduce matplotlib numpy pandas python scikit-learn scipy spark tensorflow theano

Last synced: 31 Dec 2024

https://github.com/mli/paper-reading

深度学习经典、新论文逐段精读

deep-learning paper reading-list

Last synced: 26 Nov 2024

https://github.com/openai/clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

deep-learning machine-learning

Last synced: 30 Dec 2024

https://github.com/fastai/fastai

The fastai deep learning library

colab deep-learning fastai gpu machine-learning notebooks python pytorch

Last synced: 30 Dec 2024

https://github.com/OpenAI/CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

deep-learning machine-learning

Last synced: 28 Nov 2024

https://github.com/deezer/spleeter

Deezer source separation library including pretrained models.

audio-processing bass deep-learning deezer drums model pretrained-models python tensorflow vocals

Last synced: 30 Dec 2024

https://github.com/Deezer/spleeter

Deezer source separation library including pretrained models.

audio-processing bass deep-learning deezer drums model pretrained-models python tensorflow vocals

Last synced: 13 Nov 2024

https://github.com/mozilla/deepspeech

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

deep-learning deepspeech embedded machine-learning neural-networks offline on-device speech-recognition speech-to-text tensorflow

Last synced: 30 Dec 2024

https://github.com/ageron/handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

deep-learning deprecated distributed jupyter-notebook machine-learning ml neural-network python scikit-learn tensorflow

Last synced: 30 Dec 2024

https://github.com/openai/CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

deep-learning machine-learning

Last synced: 27 Oct 2024

https://github.com/okulbilisim/awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

analytics awesome-list data-mining data-science data-scientists data-visualization deep-learning hacktoberfest machine-learning science

Last synced: 16 Nov 2024

https://github.com/d2l-ai/d2l-en

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

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

Last synced: 30 Dec 2024

https://github.com/mozilla/DeepSpeech

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

deep-learning deepspeech embedded machine-learning neural-networks offline on-device speech-recognition speech-to-text tensorflow

Last synced: 25 Oct 2024

https://github.com/eriklindernoren/ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

data-mining data-science deep-learning deep-reinforcement-learning genetic-algorithm machine-learning machine-learning-from-scratch

Last synced: 30 Dec 2024

https://github.com/eriklindernoren/ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

data-mining data-science deep-learning deep-reinforcement-learning genetic-algorithm machine-learning machine-learning-from-scratch

Last synced: 26 Oct 2024

https://github.com/microsoft/jarvis

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

deep-learning platform pytorch

Last synced: 30 Dec 2024

https://github.com/microsoft/JARVIS

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

deep-learning platform pytorch

Last synced: 28 Oct 2024

https://github.com/wzmiaomiao/deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

bilibili classification deep-learning object-detection pytorch segmentation tensorflow2

Last synced: 30 Dec 2024

https://github.com/shap/shap

A game theoretic approach to explain the output of any machine learning model.

deep-learning explainability gradient-boosting interpretability machine-learning shap shapley

Last synced: 30 Dec 2024

https://github.com/JaidedAI/EasyOCR

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

cnn crnn data-mining deep-learning easyocr image-processing information-retrieval lstm machine-learning ocr optical-character-recognition python pytorch scene-text scene-text-recognition

Last synced: 26 Oct 2024

https://github.com/jaidedai/easyocr

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

cnn crnn data-mining deep-learning easyocr image-processing information-retrieval lstm machine-learning ocr optical-character-recognition python pytorch scene-text scene-text-recognition

Last synced: 30 Dec 2024

https://github.com/WZMIAOMIAO/deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

bilibili classification deep-learning object-detection pytorch segmentation tensorflow2

Last synced: 28 Oct 2024

https://github.com/paddlepaddle/paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)

deep-learning distributed-training efficiency machine-learning neural-network paddlepaddle python scalability

Last synced: 30 Dec 2024

https://github.com/PaddlePaddle/Paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)

deep-learning distributed-training efficiency machine-learning neural-network paddlepaddle python scalability

Last synced: 27 Oct 2024

https://github.com/slundberg/shap

A game theoretic approach to explain the output of any machine learning model.

deep-learning explainability gradient-boosting interpretability machine-learning shap shapley

Last synced: 16 Nov 2024

https://github.com/tzutalin/labelImg

LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.

annotations deep-learning detection image-classification imagenet python2 python3 recognition tools

Last synced: 06 Nov 2024

Deep learning Awesome Lists
awesome-deep-learning-papers 238 awesome-datascience 850 awesome-deep-learning 597 awesome-production-machine-learning 584 awesome-nlp 203 Awesome-pytorch-list 704 Machine-Learning-Tutorials 484 awesome-artificial-intelligence 166 awesome-project-ideas 57 awesome-self-supervised-learning 453 awesome-multimodal-ml 480 Awesome-Transformer-Attention 2,160 Awesome-Prompt-Engineering 147 Awesome-ChatGPT 102 Awesome-Geospatial 1,261 awesome-ai-in-finance 138 Awesome-AIGC-Tutorials 140 awesome-knowledge-distillation 206 awesome-hand-pose-estimation 495 awesome-RLHF 211 awesome-deeplearning-resources 117 awesome-deep-learning-music 248 awesome-image-classification 220 awesome-anomaly-detection 138 awesome-ml-courses 40 awesome-deep-text-detection-recognition 145 Awesome-Quant-Machine-Learning-Trading 123 awesome-human-pose-estimation 89 awesome-tensor-compilers 165 awesome-python-data-science 379 Awesome-Deblurring 402 Awesome-AutoDL 176 Awesome-Graph-Neural-Networks 153 awesome-autonomous-vehicles 296 Awesome-Text2SQL 269 Awesome-Rust-MachineLearning 48 Awesome-Model-Quantization 528 Awesome-Interview 204 Awesome-pytorch-list-CNVersion 692 awesome-deep-learning-resources 141 awesome-fraud-detection-papers 186 awesome-self-supervised-gnn 440 Awesome-Diffusion-Models-in-Medical-Imaging 413 Deep-Learning-for-Medical-Applications 62 awesome-AIOps 49 awesome-industrial-anomaly-detection 692 Awesome-FL 2,323 awesome-ai-ml-dl 95 awesome-diarization 181 Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising 410