Top 23 Python pytorch-lightning Projects

• so-vits-svc-fork

  16 8,361 9.3 Python

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

  

Project mention: Zade - Çaresizim | /r/zfam | 2023-06-21

• lightning-hydra-template

  9 3,693 5.1 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

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• pytorch-forecasting

  9 3,625 8.6 Python

  Time series forecasting with PyTorch

Project mention: FLaNK Stack Weekly for 14 Aug 2023 | dev.to | 2023-08-14

• SUPIR

  3 3,458 7.1 Python

  SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild

Project mention: Compressing Images with Neural Networks | news.ycombinator.com | 2024-03-18

Current SOTA open source is I believe SUPIR (Example - https://replicate.com/p/okgiybdbnlcpu23suvqq6lufze), but it needs a lot of VRAM, or you can run it through replicate, or here's the repo (https://github.com/Fanghua-Yu/SUPIR)

• Pointnet2_PyTorch

  1 1,399 0.0 Python

  PyTorch implementation of Pointnet2/Pointnet++

• solo-learn

  3 1,358 5.9 Python

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

• traingenerator

  2 1,345 0.0 Python

  🧙 A web app to generate template code for machine learning

• SaaSHub

  www.saashub.com featured

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

  

• detoxify

  4 842 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].

  

• quaterion

  4 626 2.3 Python

  Blazing fast framework for fine-tuning similarity learning models

  

• nn-template

  4 616 7.2 Python

  Generic template to bootstrap your PyTorch project.

  

• norse

  6 615 6.4 Python

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

  

• torchmd

  1 509 7.9 Python

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

  

• machin

  2 389 1.8 Python

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

• hydra-zen

  1 284 9.4 Python

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

  

• Renate

  1 265 8.6 Python

  Library for automatic retraining and continual learning

  

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

  3 264 8.5 Python

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

  

Project mention: Hyperparameter tuning neural networks on financial data | /r/quant | 2023-10-19

Code on GitHub

• pytorch_tempest

  3 201 5.0 Python

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

• consistency-models

  6 192 5.6 Python

  A Toolkit for OpenAI's Consistency Models.

• mdx-net

  3 156 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

  

• weasel

  1 153 3.1 Python

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

  

• lightning-hydra-template

  1 150 0.0 Python

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

• DOLG-pytorch

  1 123 0.0 Python

  Unofficial PyTorch Implementation of "DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features"

• pycave

  1 114 0.0 Python

  Traditional Machine Learning Models for Large-Scale Datasets in PyTorch.

• SaaSHub

  www.saashub.com featured

  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
• A note from our sponsor - InfluxDB
  www.influxdata.com | 10 May 2024

  Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

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