MultimodalUniverse / MultimodalUniverseLinks
Large-Scale Multimodal Dataset of Astronomical Data
☆459Updated 3 months ago
Alternatives and similar repositories for MultimodalUniverse
Users that are interested in MultimodalUniverse are comparing it to the libraries listed below
Sorting:
- A 15TB Collection of Physics Simulation Datasets☆1,618Updated last week
- Multimodal contrastive pretraining for astronomical data☆160Updated this week
- ML-friendly datasets of galaxy images and labels☆61Updated last month
- Polymathic's Large Omnimodal Model for Astronomy☆94Updated last month
- Tutorial for the DINGO package to analyze gravitational wave data using NPE☆46Updated last month
- Patched Attention for Nonlinear Dynamics☆162Updated this week
- Deep Learning, an Energy Approach☆225Updated 6 months ago
- Multi-agent system for research, powered by ag2☆22Updated 3 weeks ago
- Variations of Kolmogorov-Arnold Networks☆115Updated last year
- Modular Multi-Agent System for Scientific Research Assistance☆444Updated last month
- ☆190Updated 3 weeks ago
- Community-sourced list of papers and resources on neural simulation-based inference.☆138Updated last month
- Official implementation of "Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation"☆49Updated 2 months ago
- Code for the book "The Elements of Differentiable Programming".☆280Updated 6 months ago
- Understanding Kolmogorov-Arnold Networks: A Tutorial Series on KAN using Toy Examples☆204Updated 6 months ago
- Semantic alignment of astronomical data with natural language using multi-modal models. (Jax) Code associated with https://arxiv.org/abs/…☆17Updated last year
- Classifies galaxy morphology with Bayesian CNN☆114Updated last month
- Code for paper "Multiple Physics Pretraining for Physical Surrogate Models☆185Updated last year
- Curated list of interactive ML demos☆356Updated 8 months ago
- Bare-bones implementations of some generative models in Jax: diffusion, normalizing flows, consistency models, flow matching, (beta)-VAEs…☆140Updated 2 years ago
- Implemenation of PQMass from Lemos et al. 2024☆18Updated 7 months ago
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆397Updated last year
- TORAX: Tokamak transport simulation in JAX☆579Updated last week
- A codebase dedicated to exploring multimodal learning approaches by integrating images of host galaxies of supernovae and their correspon…☆15Updated 11 months ago
- Notebook to go along with a lecture for the MIT course 8.16: Data Science in Physics on neural simulation-based inference.☆61Updated 2 years ago
- A denoising diffusion probabilistic model synthesises galaxies that are qualitatively and physically indistinguishable from the real thin…☆57Updated 3 years ago
- A toolkit with data-driven pipelines for physics-informed machine learning.☆191Updated 3 months ago
- Hundreds of strange attractors☆506Updated 2 weeks ago
- The boundary of neural network trainability is fractal☆221Updated last year
- A CIFAR10-like galaxy image dataset☆43Updated 3 weeks ago