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Top 23 Python pytorch-lightning Projects
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lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
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Scout Monitoring
Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.
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SUPIR
SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild
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solo-learn
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
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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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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].
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machin
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
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Stock-Prediction-Neural-Network-and-Machine-Learning-Examples
Examples of python neural net and ML stock prediction methods with sample stock data.
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mdx-net
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
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lightning-hydra-template
Deep Learning project template best practices with Pytorch Lightning, Hydra, Tensorboard. (by lkhphuc)
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DOLG-pytorch
Unofficial PyTorch Implementation of "DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features"
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Project mention: User-friendly PyTorch Lightning and Hydra template for ML experimentation | news.ycombinator.com | 2024-02-05
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)
Code on GitHub
Python pytorch-lightning related posts
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User-friendly PyTorch Lightning and Hydra template for ML experimentation
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Hyperparameter tuning neural networks on financial data
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stock prediction NN and ML examples
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Best practice for saving logits/activation values of model in PyTorch Lightning
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Dstack Hub
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[D] Is it possible to train the same LLM instance on different users' data?
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[D] Is Pytorch Lightning + Wandb a good combination for research?
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A note from our sponsor - InfluxDB
www.influxdata.com | 4 Jun 2024
Index
What are some of the best open-source pytorch-lightning projects in Python? This list will help you:
Project | Stars | |
---|---|---|
1 | so-vits-svc-fork | 8,421 |
2 | lightning-hydra-template | 3,757 |
3 | pytorch-forecasting | 3,670 |
4 | SUPIR | 3,695 |
5 | Pointnet2_PyTorch | 1,419 |
6 | solo-learn | 1,370 |
7 | traingenerator | 1,346 |
8 | detoxify | 861 |
9 | quaterion | 627 |
10 | nn-template | 620 |
11 | norse | 622 |
12 | torchmd | 517 |
13 | machin | 389 |
14 | hydra-zen | 291 |
15 | Renate | 269 |
16 | Stock-Prediction-Neural-Network-and-Machine-Learning-Examples | 266 |
17 | pytorch_tempest | 203 |
18 | consistency-models | 192 |
19 | mdx-net | 166 |
20 | weasel | 153 |
21 | lightning-hydra-template | 150 |
22 | DOLG-pytorch | 123 |
23 | pycave | 115 |