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Large-Scale Multimodal Dataset of Astronomical Data
Reading list for research topics in multimodal machine learning
Janus-Series: Unified Multimodal Understanding and Generation Models
Learn Generative AI with PyTorch (Manning Publications, 2024)
Google Research
This repository contains implementations and illustrative code to accompany DeepMind publications
TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.
The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use th…
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
ML-friendly datasets of galaxy images and labels
Segmentation playground for GZ3D and more
This repository offers a comprehensive collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-e…
Classifies galaxy morphology with Bayesian CNN
Data and codes for self-supervised learning on the DESI legacy surveys
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Multimodal contrastive pretraining for astronomical data
[IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting
A resource for learning about Machine learning & Deep Learning
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
A flexible framework for anomaly detection in astronomy.
A comprehensive list of published machine learning applications to cosmology
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Framework for evaluating Graph Neural Network models on semi-supervised node classification task
An Astropy coordinated package for astronomical spectroscopy. Maintainers: @rosteen @keflavich @eteq
Tutorials for the Astropy Project
Functions and classes to access online data resources. Maintainers: @keflavich and @bsipocz and @ceb8
