PyTorch | Ecosyste.ms: Awesome

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 Jul 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: 02 Aug 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: 30 Jul 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: 31 Jul 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: 30 Jul 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: 30 Jul 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: 01 Aug 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: 31 Jul 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: 30 Jul 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: 01 Aug 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: 01 Aug 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: 31 Jul 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: 01 Aug 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: 31 Jul 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: 31 Jul 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: 01 Aug 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: 31 Jul 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: 30 Jul 2024

https://github.com/wandb/wandb

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

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: 01 Aug 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: 02 Aug 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 Jul 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: 31 Jul 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: 31 Jul 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: 30 Jul 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: 31 Jul 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 voice-conversion

Last synced: 01 Aug 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: 30 Jul 2024

https://github.com/lanpa/tensorboardX

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

machine-learning numpy pytorch tensorboard visualization

Last synced: 30 Jul 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: 01 Aug 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: 02 Aug 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/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: 31 Jul 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: 01 Aug 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: 01 Aug 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: 31 Jul 2024

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

A faster pytorch implementation of faster r-cnn

faster-rcnn pytorch

Last synced: 01 Aug 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: 30 Jul 2024

https://github.com/burn-rs/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: 02 Aug 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: 31 Jul 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: 31 Jul 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: 02 Aug 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: 30 Jul 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: 31 Jul 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/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: 01 Aug 2024

https://github.com/replicate/cog

Containers for machine learning

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

Last synced: 31 Jul 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: 31 Jul 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: 30 Jul 2024

https://github.com/Atcold/pytorch-Deep-Learning

NYU Deep Learning Spring 2020

deep-learning jupyter-notebook neural-nets pytorch

Last synced: 02 Aug 2024

https://atcold.github.io/pytorch-Deep-Learning

NYU Deep Learning Spring 2020

deep-learning jupyter-notebook neural-nets pytorch

Last synced: 25 Aug 2024

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

NYU Deep Learning Spring 2020

deep-learning jupyter-notebook neural-nets pytorch

Last synced: 31 Jul 2024

https://github.com/NVIDIA/pix2pixHD

Synthesizing and manipulating 2048x1024 images with conditional GANs

computer-graphics computer-vision deep-learning deep-neural-networks gan generative-adversarial-network image-to-image-translation pix2pix pytorch

Last synced: 01 Aug 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: 31 Jul 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: 31 Jul 2024

https://github.com/OpenNMT/OpenNMT-py

Open Source Neural Machine Translation and (Large) Language Models in PyTorch

deep-learning language-model llms machine-translation neural-machine-translation pytorch

Last synced: 01 Aug 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: 31 Jul 2024

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

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

gpu llm pytorch transformers

Last synced: 21 Aug 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: 31 Jul 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 Aug 2024

https://github.com/probml/pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

blackjax colab flax jax jupyter-notebooks machine-learning numpyro pml probabilistic-programming pymc3 pyro pytorch tensorflow

Last synced: 31 Jul 2024

https://github.com/ufoym/deepo

Setup and customize deep learning environment in seconds.

caffe caffe2 chainer cntk deep-learning docker-image dockerfile-generator jupyter keras lasagne mxnet onnx pytorch sonnet tensorflow theano torch

Last synced: 01 Aug 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: 01 Aug 2024

https://github.com/nadermx/backgroundremover

Background Remover lets you Remove Background from images and video using AI with a simple command line interface that is free and open source.

ai background-removal background-remover backgroundremover photo-editing python pytorch remove-background remove-background-image remove-background-video removebackground video video-editing

Last synced: 31 Jul 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: 01 Aug 2024

https://github.com/codertimo/BERT-pytorch

Google AI 2018 BERT pytorch implementation

bert language-model nlp pytorch transformer

Last synced: 01 Aug 2024

https://github.com/intel-analytics/ipex-llm

Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max). A PyTorch LLM library that seamlessly integrates with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, etc.

gpu llm pytorch transformers

Last synced: 31 Jul 2024

https://github.com/AntixK/PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

architecture beta-vae celeba-dataset deep-learning dfc-vae gumbel-softmax iwae paper-implementations pytorch pytorch-implementation pytorch-vae reproducible-research vae vae-implementation variational-autoencoders vqvae wae

Last synced: 02 Aug 2024

https://github.com/KevinMusgrave/pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

computer-vision contrastive-learning deep-learning deep-metric-learning embeddings image-retrieval machine-learning metric-learning pytorch self-supervised-learning

Last synced: 01 Aug 2024

https://github.com/kuangliu/pytorch-cifar

95.47% on CIFAR10 with PyTorch

pytorch

Last synced: 02 Aug 2024

https://github.com/aymericdamien/TopDeepLearning

A list of popular github projects related to deep learning

deep-learning machine-learning pytorch tensorflow

Last synced: 30 Jul 2024

https://github.com/Microsoft/MMdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

caffe cntk coreml darknet keras model-converter mxnet onnx pytorch tensorflow visualization

Last synced: 01 Aug 2024

https://github.com/microsoft/MMdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

caffe cntk coreml darknet keras model-converter mxnet onnx pytorch tensorflow visualization

Last synced: 01 Aug 2024

https://github.com/yandexdataschool/Practical_RL

A course in reinforcement learning in the wild

course-materials deep-learning deep-reinforcement-learning git-course hacktoberfest keras mooc pytorch pytorch-tutorials reinforcement-learning tensorflow

Last synced: 30 Jul 2024

https://github.com/nvidia/fastertransformer

Transformer related optimization, including BERT, GPT

bert gpt pytorch transformer

Last synced: 02 Aug 2024

https://github.com/skorch-dev/skorch

A scikit-learn compatible neural network library that wraps PyTorch

hacktoberfest huggingface machine-learning pytorch scikit-learn

Last synced: 31 Jul 2024

https://github.com/NVIDIA/FasterTransformer

Transformer related optimization, including BERT, GPT

bert gpt pytorch transformer

Last synced: 31 Jul 2024

https://github.com/RangiLyu/nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

anchor-free android deep-learning deep-neural-networks efficientnet mnn model-zoo nanodet nanodet-plus ncnn object-detection openvino pytorch repvgg shufflenet

Last synced: 30 Jul 2024

https://github.com/meituan/YOLOv6

YOLOv6: a single-stage object detection framework dedicated to industrial applications.

object-detection pytorch yolo

Last synced: 30 Jul 2024

https://github.com/facebookresearch/mmf

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

captioning deep-learning dialog hateful-memes multi-tasking multimodal pretrained-models pytorch textvqa vqa

Last synced: 01 Aug 2024

https://github.com/Project-MONAI/MONAI

AI Toolkit for Healthcare Imaging

deep-learning healthcare-imaging medical-image-computing medical-image-processing monai python3 pytorch

Last synced: 31 Jul 2024

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

OpenMMLab Pose Estimation Toolbox and Benchmark.

animal-pose-estimation benchmark cpm crowdpose face-keypoint freihand hand-pose-estimation higher-hrnet hourglass hrnet human-pose mmpose mpii mspn ochuman pose-estimation pytorch rsn rtmpose udp

Last synced: 30 Jul 2024

https://github.com/udacity/deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

convolutional-networks deep-learning neural-network pytorch recurrent-networks sentiment-analysis style-transfer

Last synced: 01 Aug 2024

https://github.com/bentrevett/pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

attention cnn-seq2seq encoder-decoder encoder-decoder-model gru lstm neural-machine-translation pytorch pytorch-implementation pytorch-implmention pytorch-nlp pytorch-seq2seq pytorch-tutorial pytorch-tutorials rnn seq2seq sequence-to-sequence torchtext transformer tutorial

Last synced: 01 Aug 2024

https://github.com/zylo117/Yet-Another-EfficientDet-Pytorch

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

bifpn detection efficientdet efficientnet object-detection pytorch

Last synced: 31 Jul 2024

https://github.com/google/gemma_pytorch

The official PyTorch implementation of Google's Gemma models

gemma google pytorch

Last synced: 31 Jul 2024

https://github.com/yunjey/stargan

StarGAN - Official PyTorch Implementation (CVPR 2018)

cvpr2018 generative-models image-to-image-translation pytorch stargan

Last synced: 01 Aug 2024

https://github.com/pyannote/pyannote-audio

Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

overlapped-speech-detection pretrained-models pytorch speaker-change-detection speaker-diarization speaker-embedding speaker-recognition speaker-verification speech-activity-detection speech-processing voice-activity-detection

Last synced: 31 Jul 2024

https://github.com/aimhubio/aim

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

ai data-science data-visualization experiment-tracking machine-learning metadata metadata-tracking ml mlflow mlops prompt-engineering python pytorch tensorboard tensorflow visualization

Last synced: 31 Jul 2024

https://github.com/mosaicml/composer

Supercharge Your Model Training

deep-learning machine-learning ml-efficiency ml-systems ml-training neural-network neural-networks pytorch

Last synced: 31 Jul 2024

https://github.com/idealo/imagededup

😎 Finding duplicate images made easy!

computer-vision e-commerce hashing idealo image-deduplication image-preprocessing neural-network python pytorch

Last synced: 30 Jul 2024

https://github.com/NVIDIA/DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

audio-processing data-augmentation data-processing deep-learning fast-data-pipeline gpu gpu-tensorflow image-augmentation image-processing machine-learning mxnet neural-network paddle python pytorch

Last synced: 30 Jul 2024

https://github.com/zhouhaoyi/Informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

deep-learning forecasting pytorch self-attention time-series transformer

Last synced: 01 Aug 2024

https://github.com/open-mmlab/mmdetection3d

OpenMMLab's next-generation platform for general 3D object detection.

3d-object-detection object-detection point-cloud pytorch

Last synced: 31 Jul 2024

https://github.com/vwxyzjn/cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

a2c actor-critic advantage-actor-critic ale atari deep-learning deep-reinforcement-learning gym machine-learning phasic-policy-gradient ppo proximal-policy-optimization python pytorch reinforcement-learning wandb

Last synced: 31 Jul 2024

https://github.com/dbolya/yolact

A simple, fully convolutional model for real-time instance segmentation.

instance-segmentation pytorch real-time realtime yolact

Last synced: 31 Jul 2024

https://github.com/timeseriesAI/tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

classification cnn deep-learning fastai forecasting inceptiontime machine-learning python pytorch regression rnn rocket self-supervised sequential state-of-the-art time-series time-series-analysis time-series-classification timeseries transformer

Last synced: 31 Jul 2024

https://github.com/fastai/course-v3

The 3rd edition of course.fast.ai

data-science deep-learning fastai machine-learning machine-learning-courses mooc pytorch

Last synced: 31 Jul 2024

https://github.com/roboflow/notebooks

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

amazon-sagemaker-lab automatic-labeling-system computer-vision deep-learning deep-neural-networks google-colab image-classification image-segmentation machine-learning object-detection open-vocabulary-detection open-vocabulary-segmentation pytorch tutorial yolov5 yolov6 yolov7 yolov8 zero-shot-classification zero-shot-detection

Last synced: 31 Jul 2024

https://github.com/lyhue1991/eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

deep-learning pytorch

Last synced: 01 Aug 2024

https://github.com/CSAILVision/semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

ade20k pytorch scene-recognition semantic-segmentation

Last synced: 05 Aug 2024