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Search results for pytorch lightning

61 search results found

So Vits Svc Fork ⭐ 8,080

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

Icevision ⭐ 823

An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come

yolort is a runtime stack for yolov5 on specialized accelerators such as tensorrt, libtorch, onnxruntime, tvm and ncnn.

Voicefilter ⭐ 640

Unofficial PyTorch implementation of Google AI's VoiceFilter system

Torchbearer ⭐ 629

torchbearer: A model fitting library for PyTorch

Deep learning with spiking neural networks (SNNs) in PyTorch.

Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'

Timeseries_fastai ⭐ 224

fastai V2 implementation of Timeseries classification papers.

Pytorch_tempest ⭐ 193

My repo for training neural nets using pytorch-lightning and hydra

Lightning Text Classification ⭐ 192

Minimalist implementation of a BERT Sentence Classifier with PyTorch Lightning, Transformers and PyTorch-NLP.

Sheeprl ⭐ 182

Distributed Reinforcement Learning accelerated by Lightning Fabric

Code for the CIKM 2019 paper "DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting".

Net2net ⭐ 128

Network-to-Network Translation with Conditional Invertible Neural Networks

Covid Mask Detector ⭐ 102

Detect whether a person is wearing a mask or not

Proteinworkshop ⭐ 93

Benchmarking framework for protein representation learning. Includes a large number of pre-training and downstream task datasets, models and training/task utilities.

Pytorch Lightning Gans ⭐ 91

Collection of PyTorch Lightning implementations of Generative Adversarial Network varieties presented in research papers.

Wheat Detection challenge on Kaggle

Gpumonitor ⭐ 65

TF 2.x and PyTorch Lightning Callbacks for GPU monitoring

Torchline ⭐ 63

Easy to use Pytorch

Pytorch Lightning Snippets ⭐ 62

A collection of code snippets for my PyTorch Lightning projects

Lightning Colossalai ⭐ 56

Large Scale Distributed Model Training strategy with Colossal AI and Lightning AI

Pytorch_multi_input_example ⭐ 49

Multi-Input Deep Neural Networks with PyTorch-Lightning - Combine Image and Tabular Data

Reformer Pytorch ⭐ 49

Implements Reformer: The Efficient Transformer in pytorch.

Transformers Lightning ⭐ 46

A collection of Models, Datasets, DataModules, Callbacks, Metrics, Losses and Loggers to better integrate pytorch-lightning with transformers.

Casa Dialogue Act Classifier ⭐ 40

PyTorch implementation of the paper "Dialogue Act Classification with Context-Aware Self-Attention" for dialogue act classification with a generic dataset class and PyTorch-Lightning trainer

Point2vec ⭐ 40

Self-Supervised Representation Learning on Point Clouds (GCPR 2023 | T4V Workshop @ CVPR 2023)

Pytorch Lightning Transformers ⭐ 39

Fine-tune transformers with pytorch-lightning

A set of useful tools for DL experiments, project templates, etc.

Image Classification Api ⭐ 29

Serving model through api. FastApi + PytorchLightning

Mvsnet_pl ⭐ 28

MVSNet: Depth Inference for Unstructured Multi-view Stereo using pytorch-lightning

Image_classification ⭐ 27

🎯 Deep Learning Framework for Image Classification & Regression in Pytorch for Fast Experiments

Leela Zero Pytorch ⭐ 27

A simple PyTorch + PyTorch Lightning training pipeline for Leela Zero

Kaggle Understanding Clouds 69th Solution ⭐ 19

69th(Silver) Solution of "Understanding Clouds from Satellite Images | Kaggle" with PyTorch-Lightning

Mnist_pl_sagemaker ⭐ 19

MNIST classifier implementation with PyTorch Lightning on Amazon SageMaker

Denoising_diffusion ⭐ 16

Unofficial Implementation of "Denoising Diffusion Probabilistic Models" in PyTorch(Lightning)

Hydra Lightning ⭐ 15

Configuration classes enabling Hydra to configure and manage Pytorch Lightning projects.

Mdd Domain Adaptation ⭐ 14

Simple reimplementation of Maximum Density Divergence for Unsupervised Domain Adaptation (https://arxiv.org/abs/2004.12615) in PyTorch Lightning

Deepfillv2 Pylightning ⭐ 13

Clean minimal implementation of Free-Form Image Inpainting with Gated Convolutions in pytorch lightning. Inspired from pytorch implementation by @avalonstrel.

Music Modeling Kit

Finetune Qa ⭐ 12

BERT, RoBERTa fine-tuning over SQuAD Dataset using pytorch-lightning⚡️, 🤗-transformers & 🤗-nlp.

Trainer Proposal ⭐ 12

Lightning Template ⭐ 10

PyTorch Lightning template for rapid, scalable and reproducible ML experimentation with best practices.

Hf Text Classification ⭐ 9

Pytorch Hyperlight ⭐ 9

The ML micro-framework built as a thin wrapper around PyTorch-Lightning and Ray Tune frameworks to push the boundaries of simplicity even further.

Lightning Kitti ⭐ 9

Semantic Segmentation with Pytorch-Lightning

Lightning_factory ⭐ 8

Very little code to make PyTorch Lightning models

Sr Pytorch Lightning ⭐ 8

Super-Resolution with pytorch-lightning

Convert Polyai Torch ⭐ 8

Pytorch Lightning Wavenet ⭐ 7

An implementation of WaveNet using PyTorch & PyTorch Lightning

Engage in a semantic segmentation challenge for land cover description using multimodal remote sensing earth observation data, delving into real-world scenarios with a dataset comprising 70,000+ aerial imagery patches and 50,000 Sentinel-2 satellite acquisitions.

Image Inpainting ⭐ 7

Image Inpainting for Irregular Holes Using Partial Convolutions

Template for projects in PyTorch powered with PyTorch Lightning, Telegrad and MLflow. Get updates on mobile and streamline PyTorch code for research.

Reimplementation of the PLS-Net architecture used for lung lobe segmentation in CT

PyTorch implementation of BYOL: a fantastically simple method for self-supervised image representation learning with SOTA performance.

Video Fill In The Blank ⭐ 6

FIBER data and code.

Cifar_pytorch Lightning ⭐ 6

CIFAR10, CIFAR100 results with VGG16,Resnet50,WideResnet using pytorch-lightning

Emotion_transformer ⭐ 6

Contextual Emotion Detection in Text (DoubleDistilBert Model)

Koelectra Rasa ⭐ 5

Ssd_pytorch Lightning ⭐ 5

Mlexperiments ⭐ 5

Machine learning model implementations using pytorch, fastai, pytorch-lightning

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