Ecosyste.ms: Packages
An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.
Top 3.3% dependent packages on conda-forge.org
Top 3.1% dependent repos on conda-forge.org
conda-forge.org : pytorch-lightning
Lightning is a way to organize your PyTorch code to decouple the science code from the engineering. It's more of a style-guide than a framework. In Lightning, you organize your code into 3 distinct categories: 1. Research code (goes in the LightningModule). 2. Engineering code (you delete, and is handled by the Trainer). 3. Non-essential research code (logging, etc. this goes in Callbacks). Although your research/production project might start simple, once you add things like GPU AND TPU training, 16-bit precision, etc, you end up spending more time engineering than researching. Lightning automates AND rigorously tests those parts for you. Overall, Lightning guarantees rigorously tested, correct, modern best practices for the automated parts. Documentation ------------- - https://pytorch-lightning.readthedocs.io/en/latest - https://pytorch-lightning.readthedocs.io/en/stable
Registry
- Homepage
- JSON
purl: pkg:conda/pytorch-lightning
License: Apache-2.0
Status: removed
Latest release: over 1 year ago
First release: almost 4 years ago
Dependent packages: 19
Dependent repositories: 123
Last synced: 5 months ago
neuralforecast 1.1.0
State-of-the-art time series forecasting for PyTorch. `NeuralForecast` is a Python library for t...6 versions - Latest release: over 1 year ago - 1 dependent package - 1,270 stars on GitHub
lightning-flash 0.8.1
Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for ov...12 versions - Latest release: over 1 year ago - 1 dependent repositories - 1,651 stars on GitHub
lightning-bolts 0.6.0
Toolbox of models, callbacks, and datasets for AI/ML researchers.4 versions - Latest release: over 1 year ago - 3 dependent repositories - 1,508 stars on GitHub
scvi-tools 0.19.0
Deep probabilistic analysis of single-cell omics data20 versions - Latest release: over 1 year ago - 1 dependent repositories - 893 stars on GitHub
baal 1.7.0
Library to enable Bayesian active learning in your research or labeling work.5 versions - Latest release: over 1 year ago - 1 dependent repositories - 719 stars on GitHub
ml-research 0.4a2
A Python library with the implementation of algorithms for all papers I have been involved with.2 versions - Latest release: over 1 year ago - 3 stars on GitHub
u8darts-torch 0.22.0
A python library for user-friendly forecasting and anomaly detection on time series.15 versions - Latest release: over 1 year ago - 5,568 stars on GitHub
u8darts-all 0.22.0
A python library for user-friendly forecasting and anomaly detection on time series.18 versions - Latest release: over 1 year ago - 5,568 stars on GitHub
finetuning-scheduler 0.2.3
The FinetuningScheduler callback accelerates and enhances foundational model experimentation with...12 versions - Latest release: over 1 year ago - 41 stars on GitHub
torchgeo 0.3.1
TorchGeo is a PyTorch domain library, similar to torchvision, providing datasets, samplers, trans...6 versions - Latest release: over 1 year ago - 1 dependent package - 4 dependent repositories - 1,515 stars on GitHub
lightwood 22.8.1.0
Lightwood is an AutoML framework that enables you to generate and customize machine learning pipe...1 version - Latest release: almost 2 years ago - 340 stars on GitHub
tango-pytorch_lightning 0.10.1
AI2 Tango is a platform that allows you to build machine learning experiments out of steps that c...9 versions - Latest release: almost 2 years ago - 1 dependent package - 315 stars on GitHub
pytorch-forecasting 0.10.2
PyTorch Forecasting is a timeseries forecasting package for PyTorch build on PyTorch Lightning. I...23 versions - Latest release: about 2 years ago - 1 dependent repositories - 2,683 stars on GitHub
geospatial-ml 0.1.2 💰
A Python package for installing commonly used packages for geospatial analysis and machine learni...4 versions - Latest release: about 2 years ago - 111 stars on GitHub
deepforest 1.2.1
DeepForest is a python package for training and predicting individual tree crowns from airborne R...10 versions - Latest release: over 2 years ago - 345 stars on GitHub
bio-embeddings-deepblast 0.1.0
1 version - Latest release: over 2 years agowhos-there 0.1.1
The spiritual successor to [knockknock](https://github.com/huggingface/knockknock) for [PyTorch L...2 versions - Latest release: over 2 years ago - 71 stars on GitHub
dpm360-lightsaber 0.2.5
Repository for Disease Progression Modeling workbench 360 - An end-to-end deep learning model tra...1 version - Latest release: over 2 years ago - 16 stars on GitHub
torchts 0.1.1
Time series data modeling has broad significance in public health, finance, and engineering. Trad...1 version - Latest release: almost 3 years ago - 65 stars on GitHub