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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: 23 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: 23 Dec 2024

https://github.com/opencv/opencv

Open Source Computer Vision Library

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

Last synced: 23 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: 23 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: 23 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/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: 23 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/dair-ai/prompt-engineering-guide

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

chatgpt deep-learning language-model openai prompt-engineering

Last synced: 23 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: 23 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: 22 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: 23 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: 23 Dec 2024

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

Pure Javascript OCR for more than 100 Languages 📖🎉🖥

deep-learning javascript ocr tesseract webassembly

Last synced: 23 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: 23 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: 23 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: 23 Dec 2024

https://github.com/bvlc/caffe

Caffe: a fast open framework for deep learning.

deep-learning machine-learning vision

Last synced: 23 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/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: 23 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: 23 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: 23 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/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: 23 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: 23 Dec 2024

https://github.com/fastai/fastai

The fastai deep learning library

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

Last synced: 23 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: 23 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: 23 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: 23 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: 23 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/mozilla/stt

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: 13 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: 23 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: 23 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: 23 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: 23 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: 23 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: 23 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

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 204 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 680 Awesome-FL 2,308 awesome-ai-ml-dl 95 awesome-diarization 181 Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising 410