Top 23 Python pytorch-lightning Projects

pytorch-lightning

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• so-vits-svc-fork

  16 8,823 8.7 Python

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

  

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• SUPIR

  4 4,445 7.6 Python

  SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai.

  Project mention: Supir: Revolutionizing image restoration with cutting-edge large-scale AI | news.ycombinator.com | 2024-10-07

• lightning-hydra-template

  9 4,325 0.9 Python

  PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

  Project mention: User-friendly PyTorch Lightning and Hydra template for ML experimentation | news.ycombinator.com | 2024-02-05

• pytorch-forecasting

  9 4,033 9.1 Python

  Time series forecasting with PyTorch

  

• labml

  23 2,073 9.7 Python

  🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

  

• Pointnet2_PyTorch

  1 1,535 0.0 Python

  PyTorch implementation of Pointnet2/Pointnet++

• solo-learn

  3 1,444 2.5 Python

  solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

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• traingenerator

  2 1,368 0.0 Python

  🧙 A web app to generate template code for machine learning

• detoxify

  4 976 5.9 Python

  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].

  

• open-metric-learning

  11 898 8.5 Python

  Metric learning and retrieval pipelines, models and zoo.

  

• norse

  6 685 6.6 Python

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

  

• quaterion

  4 644 1.1 Python

  Blazing fast framework for fine-tuning similarity learning models

  

• nn-template

  4 630 7.2 Python

  Generic template to bootstrap your PyTorch project.

  

• torchmd

  1 577 6.3 Python

  End-To-End Molecular Dynamics (MD) Engine using PyTorch

  

• machin

  2 400 1.8 Python

  Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

• hydra-zen

  1 341 8.8 Python

  Create powerful Hydra applications without the yaml files and boilerplate code.

  

• Renate

  1 281 2.8 Python

  Library for automatic retraining and continual learning

  

• Stock-Prediction-Neural-Network-and-Machine-Learning-Examples

  3 269 4.6 Python

  Examples of python neural net and ML stock prediction methods with sample stock data.

  

• pytorch_tempest

  3 214 4.3 Python

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

• consistency-models

  6 195 5.6 Python

  A Toolkit for OpenAI's Consistency Models.

• mdx-net

  3 190 0.0 Python

  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

  

• lightning-hydra-template

  1 155 0.0 Python

  Deep Learning project template best practices with Pytorch Lightning, Hydra, Tensorboard. (by lkhphuc)

• weasel

  1 153 3.1 Python

  Weakly Supervised End-to-End Learning (NeurIPS 2021) (by autonlab)

  

• SaaSHub

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  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

Python pytorch-lightning related posts

• User-friendly PyTorch Lightning and Hydra template for ML experimentation

  1 project | news.ycombinator.com | 5 Feb 2024

• Hyperparameter tuning neural networks on financial data

  1 project | /r/quant | 19 Oct 2023

• stock prediction NN and ML examples

  1 project | /r/quant | 15 Sep 2023

• Best practice for saving logits/activation values of model in PyTorch Lightning

  3 projects | /r/deeplearning | 19 Jul 2023

• Dstack Hub

  1 project | news.ycombinator.com | 13 Apr 2023

• [D] Is it possible to train the same LLM instance on different users' data?

  2 projects | /r/MachineLearning | 11 Apr 2023

• [D] Is Pytorch Lightning + Wandb a good combination for research?

  1 project | /r/MachineLearning | 11 Mar 2023
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