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.

• GitHub: https://github.com/topics/pytorch
• Wikipedia: https://en.wikipedia.org/wiki/PyTorch
• Repo: https://github.com/pytorch/pytorch
• Created by: Facebook's AI Research lab (FAIR)
• Released: September 2016
• Related Topics: python, pytorch-tutorial,
• Last updated: 2024-11-15 00:24:09 UTC
• JSON Representation

https://github.com/dragen1860/deep-learning-with-tensorflow-book

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.

book deeplearning machinelearning opensource python pytorch tensorflow tensorflow2

Last synced: 09 Oct 2024

https://github.com/lukas-blecher/latex-ocr

pix2tex: Using a ViT to convert images of equations into LaTeX code.

dataset deep-learning im2latex im2markup im2text image-processing image2text latex latex-ocr machine-learning math-ocr ocr python pytorch transformer vision-transformer vit

Last synced: 18 Nov 2024

https://github.com/blinkdl/rwkv-lm

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

attention-mechanism chatgpt deep-learning gpt gpt-2 gpt-3 language-model linear-attention lstm pytorch rnn rwkv transformer transformers

Last synced: 29 Oct 2024

https://github.com/BlinkDL/RWKV-LM

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

attention-mechanism chatgpt deep-learning gpt gpt-2 gpt-3 language-model linear-attention lstm pytorch rnn rwkv transformer transformers

Last synced: 28 Oct 2024

https://github.com/lukas-blecher/LaTeX-OCR

pix2tex: Using a ViT to convert images of equations into LaTeX code.

dataset deep-learning im2latex im2markup im2text image-processing image2text latex latex-ocr machine-learning math-ocr ocr python pytorch transformer vision-transformer vit

Last synced: 30 Oct 2024

https://github.com/cvat-ai/cvat

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

annotation annotation-tool annotations boundingbox computer-vision computer-vision-annotation dataset deep-learning image-annotation image-classification image-labeling image-labelling-tool imagenet labeling labeling-tool object-detection pytorch semantic-segmentation tensorflow video-annotation

Last synced: 18 Nov 2024

https://github.com/jina-ai/clip-as-service

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

bert bert-as-service clip-as-service clip-model cross-modal-retrieval cross-modality deep-learning image2vec multi-modality neural-search onnx openai pytorch sentence-encoding sentence2vec

Last synced: 18 Nov 2024

https://github.com/hanxiao/bert-as-service

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

bert bert-as-service clip-as-service clip-model cross-modal-retrieval cross-modality deep-learning image2vec multi-modality neural-search onnx openai pytorch sentence-encoding sentence2vec

Last synced: 11 Aug 2024

https://github.com/chenyuntc/pytorch-book

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》)

autograd caption charrnn deep-learning gan image-classification jupyter-notebook neural-style neuraltalk nn pytorch pytorch-tutorials pytorch-tutorials-cn tensor tensorboard visdom

Last synced: 13 Oct 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/stas00/ml-engineering

Machine Learning Engineering Open Book

ai large-language-models llm machine-learning machine-learning-engineering mlops pytorch scalability slurm transformers

Last synced: 29 Oct 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: 18 Nov 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: 18 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: 10 Oct 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/ouyanghuiyu/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: 04 Aug 2024

https://github.com/isl-org/open3d

Open3D: A Modern Library for 3D Data Processing

3d 3d-perception arm computer-graphics cpp cuda gpu gui machine-learning mesh-processing odometry opengl pointcloud python pytorch reconstruction registration rendering tensorflow visualization

Last synced: 18 Nov 2024

https://github.com/ludwig-ai/ludwig

Low-code framework for building custom LLMs, neural networks, and other AI models

computer-vision data-centric data-science deep deep-learning deeplearning fine-tuning learning llama llama2 llm llm-training machine-learning machinelearning mistral ml natural-language natural-language-processing neural-network pytorch

Last synced: 18 Nov 2024

https://github.com/isl-org/Open3D

Open3D: A Modern Library for 3D Data Processing

3d 3d-perception arm computer-graphics cpp cuda gpu gui machine-learning mesh-processing odometry opengl pointcloud python pytorch reconstruction registration rendering tensorflow visualization

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: 18 Nov 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: 18 Nov 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/intel-isl/Open3D

Open3D: A Modern Library for 3D Data Processing

3d 3d-perception arm computer-graphics cpp cuda gpu gui machine-learning mesh-processing odometry opengl pointcloud python pytorch reconstruction registration rendering tensorflow visualization

Last synced: 13 Aug 2024

https://github.com/mlfoundations/open_clip

An open source implementation of CLIP.

computer-vision contrastive-loss deep-learning language-model multi-modal-learning pretrained-models pytorch zero-shot-classification

Last synced: 18 Nov 2024

https://github.com/kornia/kornia

Geometric Computer Vision Library for Spatial AI

artificial-intelligence computer-vision deep-learning image-processing machine-learning neural-network python pytorch robotics spatial-ai

Last synced: 18 Nov 2024

https://github.com/facebookresearch/llama-recipes

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

ai finetuning langchain llama llama2 llm machine-learning python pytorch vllm

Last synced: 05 Sep 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: 29 Oct 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: 18 Nov 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: 10 Oct 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/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: 18 Nov 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: 18 Nov 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: 18 Nov 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: 29 Oct 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/bigscience-workshop/petals

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

bloom chatbot deep-learning distributed-systems falcon gpt guanaco language-models large-language-models llama machine-learning mixtral neural-networks nlp pipeline-parallelism pretrained-models pytorch tensor-parallelism transformer volunteer-computing

Last synced: 18 Nov 2024

https://github.com/qubvel-org/segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

computer-vision deeplab-v3-plus deeplabv3 fpn image-processing image-segmentation imagenet models pretrained-models pretrained-weights pspnet pytorch segformer segmentation segmentation-models semantic-segmentation transformers unet unet-pytorch unetplusplus

Last synced: 29 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: 30 Oct 2024

https://github.com/wandb/wandb

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

collaboration data-science data-versioning deep-learning experiment-track hyperparameter-optimization hyperparameter-search hyperparameter-tuning jax keras machine-learning ml-platform mlops model-versioning pytorch reinforcement-learning reproducibility tensorflow

Last synced: 18 Nov 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: 29 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: 29 Oct 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: 18 Nov 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: 18 Nov 2024

https://github.com/wandb/client

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

collaboration data-science data-versioning deep-learning experiment-track hyperparameter-optimization hyperparameter-search hyperparameter-tuning jax keras machine-learning ml-platform mlops model-versioning pytorch reinforcement-learning reproducibility tensorflow

Last synced: 07 Oct 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/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: 10 Oct 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: 29 Oct 2024

https://github.com/speechbrain/speechbrain

A PyTorch-based Speech Toolkit

asr audio audio-processing deep-learning huggingface language-model pytorch speaker-diarization speaker-recognition speaker-verification speech-enhancement speech-processing speech-recognition speech-separation speech-to-text speech-toolkit speechrecognition spoken-language-understanding transformers voice-recognition

Last synced: 18 Nov 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: 18 Nov 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: 13 Oct 2024

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

A collaboration friendly studio for NeRFs

3d 3d-graphics 3d-reconstruction computer-vision deep-learning gaussian-splatting machine-learning nerf photogrammetry pytorch

Last synced: 18 Nov 2024

https://github.com/voicepaw/so-vits-svc-fork

so-vits-svc fork with realtime support, improved interface and more features.

contentvec deep-learning gan hacktoberfest hubert lightning pytorch pytorch-lightning realtime so-vits-svc softvc sovits speech-synthesis vits voice-changer voice-conversion

Last synced: 29 Oct 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: 18 Nov 2024

https://github.com/espnet/espnet

End-to-End Speech Processing Toolkit

chainer deep-learning end-to-end kaldi machine-translation pytorch singing-voice-synthesis speaker-diarization speech-enhancement speech-recognition speech-separation speech-synthesis speech-translation spoken-language-understanding text-to-speech voice-conversion

Last synced: 18 Nov 2024

https://github.com/pyro-ppl/pyro

Deep universal probabilistic programming with Python and PyTorch

bayesian bayesian-inference deep-learning machine-learning probabilistic-modeling probabilistic-programming python pytorch variational-inference

Last synced: 18 Nov 2024

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

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

deeplabv3 image-segmentation medical-image-segmentation pspnet pytorch realtime-segmentation retinal-vessel-segmentation semantic-segmentation swin-transformer transformer vessel-segmentation

Last synced: 18 Nov 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: 18 Nov 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/MorvanZhou/PyTorch-Tutorial

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

autoencoder batch batch-normalization classification cnn dqn dropout gan generative-adversarial-network machine-learning neural-network python pytorch pytorch-tutorial pytorch-tutorials regression reinforcement-learning rnn tutorial

Last synced: 27 Oct 2024

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

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

autoencoder batch batch-normalization classification cnn dqn dropout gan generative-adversarial-network machine-learning neural-network python pytorch pytorch-tutorial pytorch-tutorials regression reinforcement-learning rnn tutorial

Last synced: 10 Oct 2024

https://github.com/replicate/cog

Containers for machine learning

ai containers cuda deep-learning docker machine-learning pytorch tensorflow

Last synced: 18 Nov 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/autogluon/autogluon

Fast and Accurate ML in 3 Lines of Code

autogluon automated-machine-learning automl computer-vision data-science deep-learning ensemble-learning forecasting gluon hyperparameter-optimization machine-learning natural-language-processing object-detection python pytorch scikit-learn structured-data tabular-data time-series transfer-learning

Last synced: 18 Nov 2024

https://github.com/MVIG-SJTU/AlphaPose

Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System

accurate alpha-pose alphapose crowdpose full-body gpu human-computer-interaction human-joints human-pose-estimation human-pose-tracking human-tracking keypoints person-pose-estimation pose-estimation posetracking pytorch realtime skeleton tracking whole-body

Last synced: 06 Nov 2024

https://github.com/mvig-sjtu/alphapose

Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System

accurate alpha-pose alphapose crowdpose full-body gpu human-computer-interaction human-joints human-pose-estimation human-pose-tracking human-tracking keypoints person-pose-estimation pose-estimation posetracking pytorch realtime skeleton tracking whole-body

Last synced: 29 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: 18 Nov 2024

https://github.com/advimman/lama

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

cnn colab colab-notebook computer-vision deep-learning deep-neural-networks fourier fourier-convolutions fourier-transform gan generative-adversarial-network generative-adversarial-networks high-resolution image-inpainting inpainting inpainting-algorithm inpainting-methods pytorch

Last synced: 15 Oct 2024

https://github.com/utkuozbulak/pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

cam cnn-visualization deep-dream grad-cam gradient gradient-visualization guided-backpropagation guided-grad-cam pytorch saliency segmentation smooth-grad

Last synced: 14 Oct 2024

https://github.com/lanpa/tensorboardx

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

machine-learning numpy pytorch tensorboard visualization

Last synced: 18 Nov 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/openai/jukebox

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

audio generative-model music paper pytorch transformer vq-vae

Last synced: 29 Oct 2024

https://github.com/satellite-image-deep-learning/techniques

Techniques for deep learning with satellite & aerial imagery

convolutional-neural-networks dataset datasets deep-learning deep-neural-networks earth-observation image-classification keras machine-learning object-detection python pytorch remote-sensing satellite-data satellite-imagery satellite-images sentinel tensorflow

Last synced: 29 Oct 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 data-version-control datalake datasets deep-learning image-processing langchain large-language-models llm machine-learning ml mlops python pytorch tensorflow vector-database vector-search

Last synced: 18 Nov 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 data-version-control datalake datasets deep-learning image-processing langchain large-language-models llm machine-learning ml mlops python pytorch tensorflow vector-database vector-search

Last synced: 10 Aug 2024

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

A faster pytorch implementation of faster r-cnn

faster-rcnn pytorch

Last synced: 14 Oct 2024

https://github.com/aladdinpersson/Machine-Learning-Collection

A resource for learning about Machine learning & Deep Learning

machine-learning machine-learning-algorithms pytorch pytorch-examples pytorch-gan pytorch-implementation pytorch-tutorial pytorch-tutorials tensorflow-examples tensorflow-tutorials tensorflow2

Last synced: 06 Nov 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/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: 14 Oct 2024

https://github.com/aladdinpersson/machine-learning-collection

A resource for learning about Machine learning & Deep Learning

machine-learning machine-learning-algorithms pytorch pytorch-examples pytorch-gan pytorch-implementation pytorch-tutorial pytorch-tutorials tensorflow-examples tensorflow-tutorials tensorflow2

Last synced: 29 Oct 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: 18 Nov 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/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/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: 13 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: 18 Nov 2024

https://github.com/awslabs/autogluon

Fast and Accurate ML in 3 Lines of Code

autogluon automated-machine-learning automl computer-vision data-science deep-learning ensemble-learning forecasting gluon hyperparameter-optimization machine-learning natural-language-processing object-detection python pytorch scikit-learn structured-data tabular-data time-series transfer-learning

Last synced: 27 Aug 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: 18 Nov 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: 18 Nov 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: 30 Oct 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/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: 15 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: 01 Nov 2024

PyTorch Awesome Lists

Awesome-pytorch-list 704 awesome-semantic-segmentation-pytorch 35 Awesome-pytorch-list-CNVersion 692 awesome-colab-notebooks 525 CV-pretrained-model 103 awesome-AutoML-and-Lightweight-Models 150 openstl 43 Awesome-Denoise 164 ai4artists 286 arctic 34 awesome-cuda-and-hpc 427 awesome-yolov8-models 43 awesome-python-machine-learning-resources 1,884 awesome-adaptive-computation 173 awesome-NILM-with-code 49 awesome-dotnet-machine-learning 134 awesome-Multi-Document-Summarization 56 PyTorch-Guide 616 awesome-max-mojo 183 awesome-fastai 42 awesome-ai-tools 526 free-pytorch-resources 72

PyTorch Categories

Blogs 450 Frameworks 277 Pytorch & related libraries 227 Pytorch & related libraries｜Pytorch & 相关库 216 Research 198 Tutorials 192 文本数据和NLP 182 Uncategorized 161 数据可视化 130 1.) Neural Architecture Search 123 机器学习框架 123 Blogposts :sparkle: 121 图像数据与CV 106 Learning Resources 103 Learning 101 模型的可解释性 99 Tutorials, books, & examples 96 Tutorials & books & examples｜教程 & 书籍 & 示例 94 Interactive Learning & Tools 94 超参数优化和AutoML 93