pytorch-lightning

Open-source projects categorized as pytorch-lightning
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Language: + Python + Jupyter Notebook
Topics: Pytorch Deep Learning Machine Learning Hydra Tensorflow
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Top 23 pytorch-lightning Open-Source Projects

  • so-vits-svc-fork

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

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

  • Dreambooth-Stable-Diffusion

    Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion

    • Project mention: Where can I train my own LoRA? | /r/StableDiffusionInfo | 2023-06-21

  • InfluxDB

    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.

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  • lightning-hydra-template

    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

    Time series forecasting with PyTorch

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

  • SUPIR

    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)

  • uvadlc_notebooks

    Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023

    • Project mention: I miss the old days where people asked me to recreate “Facebook” or “Twitter” | /r/ProgrammerHumor | 2023-06-04

    So, I don’t have anything simple that’s readily available, and I don’t know how much you’d get from the code itself without some background. But I would recommend the UVA Deep Learning tutorials. Particularly, I’d recommend trying the autoencoder as a good start (tutorial 9). Autoencoders are very easy and fast models to train.

  • labml

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

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • Pointnet2_PyTorch

    PyTorch implementation of Pointnet2/Pointnet++

  • solo-learn

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

  • traingenerator

    🧙 A web app to generate template code for machine learning

  • detoxify

    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

    Library for metric learning pipelines and models.

  • quaterion

    Blazing fast framework for fine-tuning similarity learning models

  • nn-template

    Generic template to bootstrap your PyTorch project.

  • norse

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

  • torchmd

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

  • minLoRA

    minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.

  • machin

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

  • hydra-zen

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

  • Renate

    Library for automatic retraining and continual learning

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

    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

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

  • consistency-models

    A Toolkit for OpenAI's Consistency Models.

  • SaaSHub

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

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

pytorch-lightning related posts

Index

What are some of the best open-source pytorch-lightning projects? This list will help you:

Project Stars
1 so-vits-svc-fork 8,310
2 Dreambooth-Stable-Diffusion 7,383
3 lightning-hydra-template 3,658
4 pytorch-forecasting 3,611
5 SUPIR 3,359
6 uvadlc_notebooks 2,133
7 labml 1,867
8 Pointnet2_PyTorch 1,364
9 solo-learn 1,355
10 traingenerator 1,345
11 detoxify 837
12 open-metric-learning 762
13 quaterion 622
14 nn-template 613
15 norse 611
16 torchmd 509
17 minLoRA 387
18 machin 381
19 hydra-zen 281
20 Renate 264
21 Stock-Prediction-Neural-Network-and-Machine-Learning-Examples 263
22 pytorch_tempest 201
23 consistency-models 192

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