Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
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: 2024-07-29 13:55:27 UTC
- JSON Representation
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
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.
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.
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/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
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
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.
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
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! 😋😋
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