Reverse Dependencies of Lightning

The following projects have a declared dependency on Lightning:

• so-vits-svc-fork — A fork of so-vits-svc.
• so-vits-svc-fork-mandarin — A mandarin translation version of a fork of so-vits-svc.
• sonusai-torchl — PyTorch Lightning model tools for SonusAI
• spbnet — spbnet
• spherinator — Rotation-Invariant Hyperspherical Variational Convolutional Autoencoder
• sportsml — ML for sports
• spotGUI — spotgui - GUI for the Sequential Parameter Optimization in Python
• spotiflow — Accurate and efficient spot detection for microscopy data
• spotPython — spotpython - Sequential Parameter Optimization in Python
• spotRiver — spotriver - Sequential Parameter Optimization Interface to River
• srtk — A toolkit for semantic-relevant subgraph retrieval from large-scale knowledge graphs.
• sstr — Spectrum2Structure Transformer Ranker
• stars-omics — A spatial transcriptomics analysis tool.
• stereograph — Package to train GNNs for stereoscopic reconstruction of gamma events for CTAO
• stream-topic — A python package for expanded topic modeling and metrics
• svc-toolkit — A self-contained singing voice conversion application using the so-vits-svc architecture, with Deep U-Net model for vocal separation feature and easy to use GUI.
• swotted — A tensor decomposition model extracting temporal phenotypes
• targeted-causal-reduction — Targeted causal reduction learns high-level causes for phenomena occuring in simulations.
• tensorneko — Tensor Neural Engine Kompanion. An util library based on PyTorch and PyTorch Lightning.
• terratorch — TerraTorch - A model training toolkit for geospatial tasks
• testgailbot002 — GailBot API
• testgailbotapi — GailBot Test API
• testgailbotapi001 — GailBot Test API
• thunder-ml — no summary
• torch-adata — torch-adata: bridging AnnData-based data models to torch.
• torch-uncertainty — Uncertainty quantification library in PyTorch
• torchcell — An example package
• torchchronos — PyTorch and Lightning compatible library that provides easy and flexible access to various time-series datasets for classification and regression tasks
• torchcross — Easy-to-use PyTorch library for cross-domain learning, few-shot learning and meta-learning
• torchexplorer — Interactively inspect pytorch modules during training.
• torchgeo — TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
• torchsense — Torchsense is a library for sensor data processing with PyTorch
• toyoildata — Synthetic segmentation data with given TP, FP and FN small instances for visualization and testing of pipelines and metrics.
• trajdl — A python toolbox for Trajectory Deep Learning.
• transdia — Transformer-based de novo peptide sequencing for data-independent acquisition mass spectrometry
• transformer-dia — Transformer-based de novo peptide sequencing for data-independent acquisition mass spectrometry
• ts-bolt — The Lightning Bolt for Time Series Data and Models
• tsimcne — Visualization tool for unsupervised image visualization (ICLR 2023)
• tsloader — Load time series in pyTorch dataloaders.
• udao — no summary
• udtube — Neural morphological analysis
• ullme — ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning
• uni2ts — Unified Training of Universal Time Series Forecasting Transformers
• uss — Universal source separation (USS) with weakly labelled data.
• utrc — util torch
• vak — A neural network framework for researchers studying acoustic communication
• vis4d — Vis4D Python package for Visual 4D scene understanding
• viscy — computer vision for image-based phenotyping of single cells
• vollseg — Segmentation tool for biological cells of irregular size and shape in 3D and 2D.
• vox-box — Vox box
• wandb-osh — Trigger wandb offline syncs from a compute node without internet
• whos-there — The spiritual successor to knockknock for PyTorch Lightning, get notified when your training ends
• wow-ai-sam — Finetune segment-anything
• wrangl — Parallel data preprocessing for NLP and ML.
• wxbtool — A toolkit for WeatherBench based on PyTorch
• yet-another-retnet — yet-another-retnet
• yoyodyne — Small-vocabulary neural sequence-to-sequence models
• yucca — The modern framework for sandbox experimentation and out-of-the box machine learning on medical data.
• zebra-qa — ZEBRA: Zero-Shot Example-Based Retrieval Augmentation for Commonsense Question Answering
• zeldarose — Train transformer-based models
• zoobot — Galaxy morphology classifiers
• zyplib — Common utilites code of myself