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Search results for python pytorch lightning
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pytorch-lightning
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225 search results found
Pytorch Forecasting
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3,439
Time series forecasting with PyTorch
Solo Learn
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1,318
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
Traingenerator
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1,184
🧙 A web app to generate template code for machine learning
Pytorch_tabular
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1,138
A standard framework for modelling Deep Learning Models for tabular data
Pointnet2_pytorch
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920
PyTorch implementation of Pointnet2/Pointnet++
Icevision
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823
An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come
Detoxify
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774
Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at
[email protected]
.
Quaterion
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580
Blazing fast framework for fine-tuning similarity learning models
Norse
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580
Deep learning with spiking neural networks (SNNs) in PyTorch.
Emoca
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554
Official repository accompanying a CVPR 2022 paper EMOCA: Emotion Driven Monocular Face Capture And Animation. EMOCA takes a single image of a face as input and produces a 3D reconstruction. EMOCA sets the new standard on reconstructing highly emotional images in-the-wild
Torchmd
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465
End-To-End Molecular Dynamics (MD) Engine using PyTorch
Faceshifter
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384
Unofficial PyTorch Implementation for FaceShifter (https://arxiv.org/abs/1912.13457)
Geoseg
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382
UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery, ISPRS. Also, including other vision transformers and CNNs for satellite, aerial image and UAV image segmentation.
Perceiver Io
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382
A PyTorch implementation of Perceiver, Perceiver IO and Perceiver AR with PyTorch Lightning scripts for distributed training
Transformersum
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362
Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.
Yuzumarker.fontdetection
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361
✨ 首个CJK(中日韩)字体识别以及样式提取模型 YuzuMarker的字体识别模型与实现 / First-ever CJK (Chinese Japanese Korean) Font Recognition and Style Extractor, side project of YuzuMarker
Ai Art
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298
PyTorch (and PyTorch Lightning) implementation of Neural Style Transfer, Pix2Pix, CycleGAN, and Deep Dream!
Scenerf
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284
[ICCV 2023] Official implementation of "SceneRF: Self-Supervised Monocular 3D Scene Reconstruction with Radiance Fields"
Neuralkg
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263
[Tool] For Knowledge Graph Representation Learning
Renate
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263
Library for automatic retraining and continual learning
Hydra Zen
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252
Create powerful Hydra applications without the yaml files and boilerplate code.
Stock Prediction Neural Network And Machine Learning Examples
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246
Examples of python neural net and ML stock prediction methods with sample stock data.
Machin
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206
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
Pytorch_tempest
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193
My repo for training neural nets using pytorch-lightning and hydra
Fast Aginggan
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179
A deep learning model to age faces in the wild, currently runs at 60+ fps on GPUs
Skillful_nowcasting
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171
Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
Sinnerf
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162
[ECCV 2022] "SinNeRF: Training Neural Radiance Fields on Complex Scenes from a Single Image", Dejia Xu, Yifan Jiang, Peihao Wang, Zhiwen Fan, Humphrey Shi, Zhangyang Wang
Multi Camera Person Re Identification
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154
State-of-the-art model for person re-identification in Multi-camera Multi-Target Tracking. Benchmarked on Market-1501 and DukeMTMTC-reID datasets.
Openkiwi
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145
Open-Source Machine Translation Quality Estimation in PyTorch
Weasel
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134
Weakly Supervised End-to-End Learning (NeurIPS 2021)
Yet Another Lightning Hydra Template
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129
Flexible and scalable template based on PyTorch Lightning + Hydra. Efficient workflow and reproducibility for rapid ML experiments.
Net2net
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128
Network-to-Network Translation with Conditional Invertible Neural Networks
Fusilli
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120
A Python package housing a collection of deep-learning multi-modal data fusion method pipelines! From data loading, to training, to evaluation - fusilli's got you covered 🌸
Openglue
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118
Open Source Graph Neural Net Based Pipeline for Image Matching
Ifsl
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114
[CVPR'22] Official PyTorch implementation of Integrative Few-Shot Learning for Classification and Segmentation
Distiller
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112
A large scale study of Knowledge Distillation.
Pycave
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106
Traditional Machine Learning Models for Large-Scale Datasets in PyTorch.
Bttr
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105
Official implementation for ICDAR 2021 best poster paper "Handwritten Mathematical Expression Recognition with Bidirectionally Trained Transformer"
Covid Mask Detector
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102
Detect whether a person is wearing a mask or not
L Verse
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100
L-Verse: Bidirectional Generation Between Image and Text
Matsciml
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94
Open MatSci ML Toolkit is a framework for prototyping and scaling out deep learning models for materials discovery supporting widely used materials science datasets, and built on top of PyTorch Lightning, the Deep Graph Library, and PyTorch Geometric.
2021 Dialogue Summary Competition
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92
[2021 훈민정음 한국어 음성•자연어 인공지능 경진대회] 대화요약 부문 알라꿍달라꿍 팀의 대화요약 학습 및 추론 코드를 공유하기 위한 레포입니다.
Pytorch Lightning Gans
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91
Collection of PyTorch Lightning implementations of Generative Adversarial Network varieties presented in research papers.
Videotransformer Pytorch
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90
PyTorch implementation of a collections of scalable Video Transformer Benchmarks.
Consistency Models
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89
Toolkits for OpenAI's Consistency Models.
Disent
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87
🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervised, weakly supervised and unsupervised methods ▸ Easily configured and run with Hydra config ▸ Inspired by disentanglement_lib
Feartracker
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85
Official repo for FEAR: Fast, Efficient, Accurate and Robust Visual Tracker (ECCV 2022)
Mdx Net
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82
KUIELAB-MDX-Net got the 2nd place on the Leaderboard A and the 3rd place on the Leaderboard B in the MDX-Challenge ISMIR 2021
Classy
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82
classy is a simple-to-use library for building high-performance Machine Learning models in NLP.
Bert Squeeze
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77
🛠️ Tools for Transformers compression using PyTorch Lightning ⚡
Zamba
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76
A Python package for identifying 42 kinds of animals, training custom models, and estimating distance from camera trap videos
Lightningfsl
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76
LightningFSL: Pytorch-Lightning implementations of Few-Shot Learning models.
Monodepth_benchmark
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74
Code for "Deconstructing Monocular Depth Reconstruction: The Design Decisions that Matter" (https://arxiv.org/abs/2208.01489)
Whos There
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73
The spiritual successor to knockknock for PyTorch Lightning, get notified when your training ends
Energizer
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71
An active learning library for Pytorch based on Pytorch-Lightning.
Knowledge Distillation Toolkit
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71
A knowledge distillation toolkit based on PyTorch and PyTorch Lightning.
Hififace
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70
Unofficial PyTorch Implementation for HifiFace (https://arxiv.org/abs/2106.09965)
Satellighte
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68
📡 PyTorch Lightning Implementations of Recent Satellite Image Classification !
Wheat
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68
Wheat Detection challenge on Kaggle
Torchts
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65
Time series forecasting with PyTorch
Gpumonitor
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65
TF 2.x and PyTorch Lightning Callbacks for GPU monitoring
Torchline
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63
Easy to use Pytorch
Pytorch Ie
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63
PyTorch-IE: State-of-the-art Information Extraction in PyTorch
Comma10k Baseline
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59
A baseline segmentation example using the comma10k dataset (WIP)
Dyffusion
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58
[NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting
Studio Lab
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57
Studio Lab is hackable boilerplate for PyTorch Lightning driven deep learning research in Lightning AI Studios
Full_stack_transformer
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57
Pytorch library for end-to-end transformer models training, inference and serving
Code2seq
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54
PyTorch's implementation of the code2seq model.
Mcnet
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53
The official repo: "McNet: Fuse Multiple Cues for Multichannel Speech Enhancement" submitted to ICASSP 2023
Multi_part_assembly
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51
Code Accompany NeurIPS 2022 Dataset Paper: Breaking Bad. A Shape Assembly Benchmark Implemented in PyTorch
Audiossl
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50
A library built for easier audio self-supervised training, downstream tasks evaluation
Alias Free Gan
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50
Unofficial Alias-Free GAN implementation. Based on rosinality's version with expanded training and inference options.
Pytorch_multi_input_example
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49
Multi-Input Deep Neural Networks with PyTorch-Lightning - Combine Image and Tabular Data
Finetuning Scheduler
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49
A PyTorch Lightning extension that accelerates and enhances foundation model experimentation with flexible fine-tuning schedules.
Cvt2distilgpt2
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46
Improving Chest X-Ray Report Generation by Leveraging Warm-Starting
Music Spectrogram Diffusion Pytorch
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46
Autotabular
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45
Automatic machine learning for tabular data. ⚡🔥⚡
Icedata
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44
IceData: Datasets Hub for the *IceVision* Framework
S Tsfe Dl
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44
Time Series Feature Extraction using Deep Learning
Centernet Lightning
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44
Implementation of CenterNet and FairMOT with PyTorch Lightning
Crnn Pytorch
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43
pytorch implementation of crnn. A sample training of license plate is provided.
Quicksetup Ai
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41
A flexible template, as a quick setup for deep learning projects in pytorch-lightning
Bifusev2
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41
BiFuse++: Self-supervised and Efficient Bi-projection Fusion for 360 Depth Estimation
Dolg Pytorch
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41
Unofficial PyTorch Implementation of "DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features"
Cellseg_models.pytorch
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40
Encoder-Decoder Cell and Nuclei segmentation models
Torchfl
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39
A Python library for rapid prototyping, experimenting, and logging of federated learning using state-of-the-art models and datasets. Built using PyTorch and PyTorch Lightning.
Pycaptcha
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36
🛠 Pytorch lightweight Captcha Solver, Over 98% accuracy
Lightning Uq Box
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35
Lightning-UQ-Box: Uncertainty Quantification for Neural Networks with PyTorch and Lightning
Keypoint Detection
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34
2D keypoint detection with Pytorch Lightning and wandb
Tron
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33
⚡️ Implementation of TRON: Transformer Recommender using Optimized Negative-sampling, accepted at ACM RecSys 2023.
Pytorch Lightning Template
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32
my useful torch lightning training template
Vit Finetune
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32
Fine-tuning Vision Transformers on various classification datasets
Gestop
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32
A tool to navigate the desktop with hand gestures. Builds on mediapipe.
The Clean Rnns
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31
wandb와 pytorch-lightning으로 깔끔하게 구현해보는 RNN 패밀리 👨👩👧👦
Refnerf Pl
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31
An unofficial implementation of Ref-NeRF in pytorch-lightning and a list of awesome few-shot NeRF papers.
T Gcn Pytorch
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30
A PyTorch implementation of T-GCN
Lightning_gan_zoo
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30
GAN models implemented with Pytorch Lightning and Hydra configuration
Lightning Asr
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29
Modular and extensible speech recognition library leveraging pytorch-lightning and hydra.
Image Classification Api
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29
Serving model through api. FastApi + PytorchLightning
Image_classification
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27
🎯 Deep Learning Framework for Image Classification & Regression in Pytorch for Fast Experiments
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