Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

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/microsoft/Graphormer

Graphormer is a general-purpose deep learning backbone for molecular modeling.

ai4science deep-learning graph molecule-simulation transformer

Last synced: 23 Nov 2024

https://github.com/Jack-Cherish/Deep-Learning

:computer:深度学习实战:手写数字识别、Discuz验证码识别、垃圾分类、语义分割

deep-learning python python3 pytorch tensorflow

Last synced: 30 Oct 2024

https://github.com/golbin/TensorFlow-Tutorials

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

autoencoder chatbot cnn deep-learning dqn gan inception mnist neural-network rnn seq2seq tensorflow tutorial word2vec

Last synced: 12 Nov 2024

https://github.com/PytorchLightning/metrics

Machine learning metrics for distributed, scalable PyTorch applications.

analyses data-science deep-learning machine-learning metrics python pytorch

Last synced: 19 Dec 2024

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

Machine learning metrics for distributed, scalable PyTorch applications.

analyses data-science deep-learning machine-learning metrics python pytorch

Last synced: 06 Jan 2025

https://github.com/Lightning-AI/torchmetrics

Machine learning metrics for distributed, scalable PyTorch applications.

analyses data-science deep-learning machine-learning metrics python pytorch

Last synced: 30 Oct 2024

https://github.com/PyTorchLightning/metrics

Machine learning metrics for distributed, scalable PyTorch applications.

analyses data-science deep-learning machine-learning metrics python pytorch

Last synced: 08 Nov 2024

https://github.com/golbin/tensorflow-tutorials

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

autoencoder chatbot cnn deep-learning dqn gan inception mnist neural-network rnn seq2seq tensorflow tutorial word2vec

Last synced: 03 Jan 2025

https://github.com/quic/aimet

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

auto-ml compression deep-learning deep-neural-networks machine-learning network-compression network-quantization open-source opensource pruning quantization

Last synced: 07 Jan 2025

https://github.com/HypoX64/DeepMosaics

Automatically remove the mosaics in images and videos, or add mosaics to them.

computer-vision deep-learning mosaic pytorch video-inpainting

Last synced: 06 Nov 2024

https://github.com/asappresearch/sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

deep-learning nlp pytorch recurrent-neural-networks

Last synced: 04 Jan 2025

https://github.com/metarank/metarank

A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine

automl data-engineering data-science deep-learning feature-engineering feature-extraction kubernetes machine-learning neural-networks personalization ranking scala search

Last synced: 09 Jan 2025

https://github.com/daniil-osokin/lightweight-human-pose-estimation.pytorch

Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.

coco-keypoints-detection deep-learning human-pose-estimation lightweight lightweight-openpose mscoco-keypoint openpose openvino pose-estimation pytorch real-time

Last synced: 10 Jan 2025

https://github.com/cerlymarco/medium_notebook

Repository containing notebooks of my posts on Medium

artificial-intelligence data-science deep-learning machine-learning notebooks

Last synced: 09 Jan 2025

https://github.com/patrick-kidger/equinox

Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/

deep-learning equinox jax neural-networks

Last synced: 07 Jan 2025

https://github.com/facebookresearch/elf

An End-To-End, Lightweight and Flexible Platform for Game Research

artificial-intelligence cpp deep-learning gaming neural-network platform python reinforcement-learning

Last synced: 25 Sep 2024

https://github.com/facebookresearch/ELF

An End-To-End, Lightweight and Flexible Platform for Game Research

artificial-intelligence cpp deep-learning gaming neural-network platform python reinforcement-learning

Last synced: 28 Oct 2024

https://github.com/cerlymarco/MEDIUM_NoteBook

Repository containing notebooks of my posts on Medium

artificial-intelligence data-science deep-learning machine-learning notebooks

Last synced: 13 Nov 2024

https://github.com/koth/kcws

Deep Learning Chinese Word Segment

chinese-text-segmentation deep-learning nlp pos-tagger tensorflow

Last synced: 04 Jan 2025

https://github.com/learning-at-home/hivemind

Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.

asynchronous-programming asyncio deep-learning dht distributed-systems distributed-training hivemind machine-learning mixture-of-experts neural-networks pytorch volunteer-computing

Last synced: 07 Jan 2025

https://github.com/cure-lab/ltsf-linear

[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

aaai aaai2023 deep-learning forecasting forecasting-model linear-models pytorch time-series time-series-forecasting time-series-prediction

Last synced: 10 Jan 2025

https://github.com/frgfm/torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

activation-maps class-activation-map cnn deep-learning grad-cam gradcam gradcam-plus-plus interpretability interpretable-deep-learning python pytorch saliency-map score-cam smoothgrad

Last synced: 07 Jan 2025

https://github.com/ajbrock/neural-photo-editor

A simple interface for editing natural photos with generative neural networks.

computer-vision convolutional-neural-networks deep-learning gans interfaces machine-learning

Last synced: 05 Jan 2025

https://github.com/ajbrock/Neural-Photo-Editor

A simple interface for editing natural photos with generative neural networks.

computer-vision convolutional-neural-networks deep-learning gans interfaces machine-learning

Last synced: 26 Oct 2024

https://github.com/azavea/raster-vision

An open source library and framework for deep learning on satellite and aerial imagery.

classification computer-vision deep-learning geospatial machine-learning object-detection pytorch remote-sensing semantic-segmentation

Last synced: 07 Jan 2025

https://github.com/lucidrains/lion-pytorch

🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch

artificial-intelligence deep-learning evolutionary-search optimizers

Last synced: 07 Jan 2025

https://github.com/lining808/CS-Ebook

一个高质量、经典计算机书籍推荐清单,特点为:只收集高质量,各方向经典书籍,不求书多,只求书精。

ai computer-science data-science deep-learning ebooks programming-language

Last synced: 06 Jan 2025

https://github.com/lining808/cs-ebook

一个高质量、经典计算机书籍推荐清单,特点为:只收集高质量,各方向经典书籍,不求书多,只求书精。

ai computer-science data-science deep-learning ebooks programming-language

Last synced: 04 Jan 2025

https://github.com/orico/www.mlcompendium.com

The Machine Learning & Deep Learning Compendium was a list of references in my private & single document, which I curated in order to expand my knowledge, it is now an open knowledge-sharing project compiled using Gitbook.

algorithms data-science deep-learning full-stack gitbook machine-learning marketing mlcompendium probability product-management statistics ux-design ux-experience ux-research

Last synced: 04 Dec 2024

https://github.com/labmlai/labml

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

analytics deep-learning experiment fastai keras keras-tensorflow machine-learning mobile pytorch pytorch-lightning tensorboard tensorflow tensorflow2 visualization

Last synced: 07 Jan 2025

https://github.com/facebookresearch/habitat-lab

A modular high-level library to train embodied AI agents across a variety of tasks and environments.

ai computer-vision deep-learning deep-reinforcement-learning python reinforcement-learning research robotics sim2real simulator

Last synced: 08 Jan 2025

https://github.com/komputeproject/kompute

General purpose GPU compute framework built on Vulkan to support 1000s of cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). Blazing fast, mobile-enabled, asynchronous and optimized for advanced GPU data processing usecases. Backed by the Linux Foundation.

cpp deep-learning deep-learning-gpu gpgpu gpu-computing machine-learning machine-learning-gpu python vulkan vulkan-compute vulkan-compute-example vulkan-compute-framework vulkan-compute-tutorial vulkan-demos vulkan-example vulkan-tutorial

Last synced: 08 Jan 2025

https://github.com/thuml/autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

deep-learning time-series

Last synced: 04 Jan 2025

https://github.com/amusi/eccv2024-papers-with-code

ECCV 2024 论文和开源项目合集,同时欢迎各位大佬提交issue,分享ECCV 2024论文和开源项目

computer-vision deep-learning eccv eccv-2020 eccv2020 eccv2022 eccv2024 image-classification image-segmentation neural-network object-detection

Last synced: 05 Dec 2024

https://github.com/nvidia/transformerengine

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilization in both training and inference.

cuda deep-learning fp8 gpu jax machine-learning python pytorch

Last synced: 09 Jan 2025

https://github.com/jik876/hifi-gan

HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis

deep-learning gan hifi-gan pytorch speech-synthesis text-to-speech tts vocoder

Last synced: 08 Jan 2025

https://github.com/tqchen/tinyflow

Tutorial code on how to build your own Deep Learning System in 2k Lines

computational-graphs deep-learning nnvm

Last synced: 25 Sep 2024

https://github.com/niutrans/abigsurvey

A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).

deep-learning machine-learning natural-language-processing neural-networks paper-list surveys

Last synced: 02 Dec 2024

https://github.com/delip/pytorchnlpbook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L

deep-learning deep-neural-networks natural-language-processing neural-machine-translation neural-networks nlp pytorch pytorch-nlp pytorch-tutorial

Last synced: 04 Jan 2025

https://github.com/delip/PyTorchNLPBook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L

deep-learning deep-neural-networks natural-language-processing neural-machine-translation neural-networks nlp pytorch pytorch-nlp pytorch-tutorial

Last synced: 27 Dec 2024

https://github.com/githubharald/simplehtr

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

deep-learning handwritten-text-recognition machine-learning ocr recurrent-neural-networks tensorflow

Last synced: 10 Jan 2025

https://github.com/mingyuliutw/unit

Unsupervised Image-to-Image Translation

deep-learning gan image-translation pix2pix

Last synced: 04 Jan 2025

https://github.com/alibaba/alicemind

ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab

bert deep-learning natural-language-processing nlp

Last synced: 04 Jan 2025

https://github.com/mingyuliutw/UNIT

Unsupervised Image-to-Image Translation

deep-learning gan image-translation pix2pix

Last synced: 27 Nov 2024

https://github.com/KomputeProject/kompute

General purpose GPU compute framework built on Vulkan to support 1000s of cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). Blazing fast, mobile-enabled, asynchronous and optimized for advanced GPU data processing usecases. Backed by the Linux Foundation.

cpp deep-learning deep-learning-gpu gpgpu gpu-computing machine-learning machine-learning-gpu python vulkan vulkan-compute vulkan-compute-example vulkan-compute-framework vulkan-compute-tutorial vulkan-demos vulkan-example vulkan-tutorial

Last synced: 01 Nov 2024

https://github.com/lucidrains/toolformer-pytorch

Implementation of Toolformer, Language Models That Can Use Tools, by MetaAI

api-calling artificial-intelligence attention-mechanisms deep-learning transformers

Last synced: 07 Jan 2025

https://github.com/githubharald/SimpleHTR

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

deep-learning handwritten-text-recognition machine-learning ocr recurrent-neural-networks tensorflow

Last synced: 31 Oct 2024

https://github.com/tinghuiz/sfmlearner

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

deep-learning depth-prediction self-supervised-learning unsupervised-learning visual-odometry

Last synced: 04 Jan 2025

https://github.com/alibaba/AliceMind

ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab

bert deep-learning natural-language-processing nlp

Last synced: 27 Oct 2024

https://github.com/snap-stanford/ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

datasets deep-learning graph-machine-learning graph-neural-networks

Last synced: 09 Jan 2025

https://github.com/ModelTC/lightllm

LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.

deep-learning gpt llama llm model-serving nlp openai-triton

Last synced: 28 Oct 2024

https://github.com/tinghuiz/SfMLearner

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

deep-learning depth-prediction self-supervised-learning unsupervised-learning visual-odometry

Last synced: 27 Oct 2024

https://github.com/NiuTrans/ABigSurvey

A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).

deep-learning machine-learning natural-language-processing neural-networks paper-list surveys

Last synced: 25 Oct 2024

https://github.com/albertpumarola/GANimation

GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]

deep-learning eccv-2018 face-manipulation facial-expressions gan ganimation generative-adversarial-network pytorch

Last synced: 15 Nov 2024

https://github.com/thuml/Autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

deep-learning time-series

Last synced: 01 Nov 2024

https://github.com/rguthrie3/deeplearningfornlpinpytorch

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

deep-learning lstm neural-network nlp pytorch tutorial

Last synced: 04 Jan 2025

https://github.com/harry24k/adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks [torchattacks]

adversarial-attacks deep-learning pytorch

Last synced: 09 Jan 2025

https://github.com/rguthrie3/DeepLearningForNLPInPytorch

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

deep-learning lstm neural-network nlp pytorch tutorial

Last synced: 02 Nov 2024

https://github.com/microsoft/deepspeed-mii

MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.

deep-learning inference pytorch

Last synced: 07 Jan 2025

https://github.com/pytorch/torchrec

Pytorch domain library for recommendation systems

cuda deep-learning gpu pytorch recommendation-system recommender-system sharding

Last synced: 07 Jan 2025

https://github.com/philipperemy/tensorflow-1.4-billion-password-analysis

Deep Learning model to analyze a large corpus of clear text passwords.

deep-learning natural-language-processing tensorflow

Last synced: 04 Jan 2025

https://github.com/iver56/audiomentations

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

audio audio-data-augmentation audio-effects augmentation data-augmentation deep-learning dsp machine-learning music python sound sound-processing

Last synced: 09 Jan 2025

https://github.com/lucidrains/make-a-video-pytorch

Implementation of Make-A-Video, new SOTA text to video generator from Meta AI, in Pytorch

artificial-intelligence attention-mechanisms axial-convolutions deep-learning text-to-video

Last synced: 10 Jan 2025

https://github.com/sharpai/deepcamera

Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more

ai camera computer-vision deep-learning edge face-detection face-recognition home-assistant machine-learning nvidia-jetson-nano object-detection python raspberry-pi tensorflow tf-lite video-surveillance

Last synced: 10 Jan 2025

https://github.com/jakeret/tf_unet

Generic U-Net Tensorflow implementation for image segmentation

deep-learning image-segmentation neural-network tensorflow

Last synced: 04 Jan 2025

https://github.com/Harry24k/adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks [torchattacks]

adversarial-attacks deep-learning pytorch

Last synced: 30 Oct 2024

Deep learning Awesome Lists
awesome-deep-learning-papers 238 awesome-datascience 826 awesome-deep-learning 597 awesome-production-machine-learning 584 awesome-nlp 203 Awesome-pytorch-list 704 Machine-Learning-Tutorials 484 awesome-artificial-intelligence 168 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 414 Deep-Learning-for-Medical-Applications 62 awesome-AIOps 49 awesome-industrial-anomaly-detection 695 Awesome-FL 2,323 awesome-ai-ml-dl 95 awesome-diarization 181 Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising 410