Ecosyste.ms: Awesome

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

Awesome Lists | Featured Topics | Projects

PyTorch

PyTorch is an open source machine learning library based on the Torch library, used for applications such as computer vision and natural language processing, primarily developed by Facebook’s AI Research lab.

https://github.com/daybreak-u/chineseocr_lite

超轻量级中文ocr,支持竖排文字识别, 支持ncnn、mnn、tnn推理 ( dbnet(1.8M) + crnn(2.5M) + anglenet(378KB)) 总模型仅4.7M

ncnn ocr pytorch

Last synced: 17 Dec 2024

https://github.com/allenai/allennlp

An open-source NLP research library, built on PyTorch.

data-science deep-learning natural-language-processing nlp python pytorch

Last synced: 29 Sep 2024

https://github.com/xmu-xiaoma666/external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

attention cbam excitation-networks linear-layers paper pytorch squeeze visual-tasks

Last synced: 23 Dec 2024

https://github.com/ritchieng/the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

deep-learning deep-learning-library deep-learning-tutorial deep-neural-networks python pytorch

Last synced: 16 Dec 2024

https://github.com/ritchieng/the-incredible-pytorch?ref=pythonrepo.com

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

deep-learning deep-learning-library deep-learning-tutorial deep-neural-networks python pytorch

Last synced: 13 Nov 2024

https://github.com/xmu-xiaoma666/External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

attention cbam excitation-networks linear-layers paper pytorch squeeze visual-tasks

Last synced: 09 Nov 2024

https://github.com/DayBreak-u/chineseocr_lite

超轻量级中文ocr,支持竖排文字识别, 支持ncnn、mnn、tnn推理 ( dbnet(1.8M) + crnn(2.5M) + anglenet(378KB)) 总模型仅4.7M

ncnn ocr pytorch

Last synced: 27 Oct 2024

https://github.com/mrdbourke/pytorch-deep-learning

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

deep-learning machine-learning pytorch

Last synced: 16 Dec 2024

https://github.com/microsoft/lora

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

adaptation deberta deep-learning gpt-2 gpt-3 language-model lora low-rank pytorch roberta

Last synced: 23 Dec 2024

https://github.com/microsoft/LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

adaptation deberta deep-learning gpt-2 gpt-3 language-model lora low-rank pytorch roberta

Last synced: 30 Oct 2024

https://github.com/tangyudi/Ai-Learn

人工智能学习路线图,整理近200个实战案例与项目,免费提供配套教材,零基础入门,就业实战!包括:Python,数学,机器学习,数据分析,深度学习,计算机视觉,自然语言处理,PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

algorithm artificial-intelligence caffe cv data-analysis data-mining data-science deep-learning keras machine-learning mathematics matplotlib nlp numpy pandas python pytorch seaborn tensorflow tensorflow2

Last synced: 14 Nov 2024

https://github.com/tangyudi/ai-learn

人工智能学习路线图,整理近200个实战案例与项目,免费提供配套教材,零基础入门,就业实战!包括:Python,数学,机器学习,数据分析,深度学习,计算机视觉,自然语言处理,PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

algorithm artificial-intelligence caffe cv data-analysis data-mining data-science deep-learning keras machine-learning mathematics matplotlib nlp numpy pandas python pytorch seaborn tensorflow tensorflow2

Last synced: 17 Dec 2024

https://github.com/ymcui/chinese-bert-wwm

Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)

bert bert-wwm bert-wwm-ext chinese-bert nlp pytorch rbt roberta roberta-wwm tensorflow

Last synced: 18 Dec 2024

https://github.com/ymcui/Chinese-BERT-wwm

Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)

bert bert-wwm bert-wwm-ext chinese-bert nlp pytorch rbt roberta roberta-wwm tensorflow

Last synced: 31 Oct 2024

https://github.com/jacobgil/pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

class-activation-maps computer-vision deep-learning explainable-ai explainable-ml grad-cam image-classification interpretability interpretable-ai interpretable-deep-learning machine-learning object-detection pytorch score-cam vision-transformers visualizations xai

Last synced: 23 Dec 2024

https://github.com/Jack-Cherish/PythonPark

Python 开源项目之「自学编程之路」,保姆级教程:AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。

deep-learning deeplearning python python-spider python3 pytorch webspider

Last synced: 05 Nov 2024

https://github.com/jack-cherish/pythonpark

Python 开源项目之「自学编程之路」,保姆级教程:AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。

deep-learning deeplearning python python-spider python3 pytorch webspider

Last synced: 17 Dec 2024

https://github.com/openmined/pysyft

Perform data science on data that remains in someone else's server

cryptography deep-learning federated-learning hacktoberfest privacy python pytorch secure-computation syft

Last synced: 23 Dec 2024

https://github.com/blinkdl/chatrwkv

ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.

chatbot chatgpt language-model pytorch rnn rwkv

Last synced: 23 Dec 2024

https://github.com/BlinkDL/ChatRWKV

ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.

chatbot chatgpt language-model pytorch rnn rwkv

Last synced: 26 Oct 2024

https://github.com/Megvii-BaseDetection/YOLOX

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

deep-learning megengine ncnn object-detection onnx openvino pytorch tensorrt yolo yolov3 yolox

Last synced: 26 Oct 2024

https://github.com/megvii-basedetection/yolox

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

deep-learning megengine ncnn object-detection onnx openvino pytorch tensorrt yolo yolov3 yolox

Last synced: 23 Dec 2024

https://github.com/NielsRogge/Transformers-Tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

bert gpt-2 layoutlm pytorch transformers vision-transformer

Last synced: 30 Oct 2024

https://github.com/nielsrogge/transformers-tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

bert gpt-2 layoutlm pytorch transformers vision-transformer

Last synced: 16 Dec 2024

https://github.com/mozilla/tts

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

dataset-analysis deep-learning gantts glow-tts melgan multiband-melgan python pytorch speaker-encoder speech tacotron tacotron2 tensorflow2 text-to-speech tts vocoder

Last synced: 17 Dec 2024

https://github.com/OpenMined/PySyft

Perform data science on data that remains in someone else's server

cryptography deep-learning federated-learning hacktoberfest privacy python pytorch secure-computation syft

Last synced: 25 Oct 2024

https://github.com/milesial/pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

convolutional-networks convolutional-neural-networks deep-learning kaggle pytorch pytorch-unet semantic-segmentation tensorboard unet wandb weights-and-biases

Last synced: 16 Dec 2024

https://github.com/milesial/Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

convolutional-networks convolutional-neural-networks deep-learning kaggle pytorch pytorch-unet semantic-segmentation tensorboard unet wandb weights-and-biases

Last synced: 30 Oct 2024

https://github.com/Cadene/pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

imagenet inception pretrained pytorch resnet resnext

Last synced: 05 Nov 2024

https://github.com/cadene/pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

imagenet inception pretrained pytorch resnet resnext

Last synced: 17 Dec 2024

https://github.com/dlr-rm/stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

baselines gsde gym machine-learning openai python pytorch reinforcement-learning reinforcement-learning-algorithms robotics sb3 sde stable-baselines toolbox

Last synced: 23 Dec 2024

https://github.com/DLR-RM/stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

baselines gsde gym machine-learning openai python pytorch reinforcement-learning reinforcement-learning-algorithms robotics sb3 sde stable-baselines toolbox

Last synced: 30 Oct 2024

https://github.com/huggingface/text-generation-inference

Large Language Model Text Generation Inference

bloom deep-learning falcon gpt inference nlp pytorch starcoder transformer

Last synced: 23 Dec 2024

https://github.com/jadore801120/attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

attention attention-is-all-you-need deep-learning natural-language-processing nlp pytorch

Last synced: 17 Dec 2024

https://github.com/mozilla/TTS

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

dataset-analysis deep-learning gantts glow-tts melgan multiband-melgan python pytorch speaker-encoder speech tacotron tacotron2 tensorflow2 text-to-speech tts vocoder

Last synced: 25 Oct 2024

https://github.com/tracel-ai/burn

Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.

autodiff autotune concurrency cross-platform deep-learning high-performance kernel-fusion llm machine-learning ndarray neural-network onnx pytorch rust scientific-computing tensor wasm webgpu

Last synced: 23 Dec 2024

https://github.com/arogozhnikov/einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

chainer cupy deep-learning einops jax keras numpy pytorch tensor tensorflow

Last synced: 23 Dec 2024

https://github.com/activeloopai/deeplake

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

ai computer-vision cv data-science datalake datasets deep-learning image-processing langchain large-language-models llm machine-learning ml mlops multi-modal python pytorch tensorflow vector-database vector-search

Last synced: 23 Dec 2024

https://github.com/activeloopai/Hub

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

ai computer-vision cv data-science datalake datasets deep-learning image-processing langchain large-language-models llm machine-learning ml mlops multi-modal python pytorch tensorflow vector-database vector-search

Last synced: 08 Dec 2024

https://github.com/optimalscale/lmflow

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

chatgpt deep-learning instruction-following language-model pretrained-models pytorch transformer

Last synced: 16 Dec 2024

https://optimalscale.github.io/LMFlow/

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

chatgpt deep-learning instruction-following language-model pretrained-models pytorch transformer

Last synced: 24 Sep 2024

https://github.com/OptimalScale/LMFlow

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

chatgpt deep-learning instruction-following language-model pretrained-models pytorch transformer

Last synced: 31 Oct 2024

https://github.com/jackzhenguo/python-small-examples

告别枯燥,致力于打造 Python 实用小例子,更多Python良心教程见 https://ai-jupyter.com

data-science machine-learning python python-gui python-web pytorch tensorflow

Last synced: 16 Dec 2024

https://github.com/lanpa/tensorboardx

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

machine-learning numpy pytorch tensorboard visualization

Last synced: 16 Dec 2024

https://github.com/openai/jukebox

Code for the paper "Jukebox: A Generative Model for Music"

audio generative-model music paper pytorch transformer vq-vae

Last synced: 17 Dec 2024

https://github.com/lanpa/tensorboardX

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

machine-learning numpy pytorch tensorboard visualization

Last synced: 26 Oct 2024

https://github.com/jwyang/faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

faster-rcnn pytorch

Last synced: 18 Dec 2024

https://github.com/xavierxiao/dreambooth-stable-diffusion

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion

pytorch pytorch-lightning stable-diffusion text-to-image

Last synced: 19 Dec 2024

https://github.com/XavierXiao/Dreambooth-Stable-Diffusion

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion

pytorch pytorch-lightning stable-diffusion text-to-image

Last synced: 26 Oct 2024

https://github.com/netease-youdao/emotivoice

EmotiVoice 😊: a Multi-Voice and Prompt-Controlled TTS Engine

ai deep-learning emotion emotivoice multi-speaker prompt python pytorch speech speech-synthesis style text-to-speech tts

Last synced: 16 Dec 2024

https://github.com/thu-ml/tianshou

An elegant PyTorch deep reinforcement learning library.

a2c atari bcq cql ddpg double-dqn dqn drl imitation-learning mujoco npg policy-gradient ppo pytorch rl sac td3 transferlab trpo

Last synced: 16 Dec 2024

https://github.com/wiseodd/generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

gan generative-model machine-learning pytorch rbm restricted-boltzmann-machine tensorflow vae

Last synced: 18 Dec 2024

https://github.com/netease-youdao/EmotiVoice

EmotiVoice 😊: a Multi-Voice and Prompt-Controlled TTS Engine

ai deep-learning emotion emotivoice multi-speaker prompt python pytorch speech speech-synthesis style text-to-speech tts

Last synced: 29 Oct 2024

https://github.com/stanfordnlp/stanza

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

artificial-intelligence corenlp deep-learning machine-learning named-entity-recognition natural-language-processing nlp python pytorch universal-dependencies

Last synced: 23 Dec 2024

https://github.com/1adrianb/face-alignment

:fire: 2D and 3D Face alignment library build using pytorch

deep-learning face-alignment face-detection face-detector python pytorch

Last synced: 16 Dec 2024

https://github.com/jaywalnut310/vits

VITS: Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech

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

Last synced: 19 Dec 2024

https://github.com/open-mmlab/mmagic

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

aigc computer-vision deep-learning diffusion diffusion-models generative-adversarial-network generative-ai image-editing image-generation image-processing image-synthesis inpainting matting pytorch super-resolution text2image video-frame-interpolation video-interpolation video-super-resolution

Last synced: 16 Dec 2024

https://github.com/xpixelgroup/basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

basicsr basicvsr dfdnet ecbsr edsr edvr esrgan pytorch rcan restoration srgan srresnet stylegan2 super-resolution swinir

Last synced: 17 Dec 2024

https://github.com/xinntao/BasicSR

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

basicsr basicvsr dfdnet ecbsr edsr edvr esrgan pytorch rcan restoration srgan srresnet stylegan2 super-resolution swinir

Last synced: 05 Dec 2024

https://github.com/jessevig/bertviz

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

bert gpt2 machine-learning natural-language-processing neural-network nlp pytorch roberta transformer transformers visualization

Last synced: 17 Dec 2024

https://github.com/abdbarho/stable-diffusion-webui-docker

Easy Docker setup for Stable Diffusion with user-friendly UI

docker docker-compse gradio pytorch stable-diffusion

Last synced: 17 Dec 2024

https://github.com/XPixelGroup/BasicSR

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

basicsr basicvsr dfdnet ecbsr edsr edvr esrgan pytorch rcan restoration srgan srresnet stylegan2 super-resolution swinir

Last synced: 29 Oct 2024

https://github.com/modelscope/funasr

A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA Pretrained Models, Supporting Speech Recognition, Voice Activity Detection, Text Post-processing etc.

audio-visual-speech-recognition conformer dfsmn paraformer pretrained-model punctuation pytorch rnnt speaker-diarization speech-recognition speechgpt speechllm vad voice-activity-detection whisper

Last synced: 17 Dec 2024

https://github.com/AbdBarho/stable-diffusion-webui-docker

Easy Docker setup for Stable Diffusion with user-friendly UI

docker docker-compse gradio pytorch stable-diffusion

Last synced: 29 Oct 2024

https://github.com/atcold/nyu-dlsp20

NYU Deep Learning Spring 2020

deep-learning jupyter-notebook neural-nets pytorch

Last synced: 19 Dec 2024

https://github.com/Atcold/NYU-DLSP20

NYU Deep Learning Spring 2020

deep-learning jupyter-notebook neural-nets pytorch

Last synced: 27 Oct 2024

https://github.com/intel-analytics/BigDL

Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Mixtral, Gemma, Phi, MiniCPM, Qwen-VL, MiniCPM-V, etc.) on Intel XPU (e.g., local PC with iGPU and NPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, vLLM, GraphRAG, DeepSpeed, Axolotl, etc

gpu llm pytorch transformers

Last synced: 14 Dec 2024