edwardjkim / dl4astro
Star-galaxy Classification Using Deep Convolutional Neural Networks
☆33Updated 8 years ago
Related projects ⓘ
Alternatives and complementary repositories for dl4astro
- Bayesian Methods in Astronomy workshop, presented at AAS227☆118Updated 8 years ago
- MCMC package for Bayesian data analysis☆58Updated 7 years ago
- a data-driven method for determining stellar parameters and abundances from stellar spectra☆40Updated 6 years ago
- Deep learning for the automated spectral classification of supernovae☆35Updated last year
- braai [Bogus/Real Adversarial AI]: Real-bogus astrophysical event classification for the Zwicky Transient Facility (ZTF) using deep learn…☆19Updated last year
- Diffusive Nested Sampling☆63Updated last month
- Lectures and notebooks generated as part of the LSSTC DSFP☆9Updated last year
- Resources for Bayesian Models for Astrophysical Data - Hilbe, de Souza and Ishida, 2016, Cambridge University Press☆47Updated 2 years ago
- Pure Python, MIT-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence.☆76Updated last year
- Tutorials for creating figures, tables, or other content for AAS Journals.☆40Updated 6 months ago
- Pythonic stellar model grid access; easy MCMC fitting of stellar properties☆122Updated 4 months ago
- The Tractor: measuring astronomical sources via probabilistic inference☆86Updated this week
- Collection of notebooks and scripts with science use cases☆26Updated 3 months ago
- ☆16Updated 4 years ago
- Combines Bayesian analyses from many datasets.☆22Updated 6 months ago
- Materials for a mini-course on code development and packaging☆23Updated 2 weeks ago
- PyAutoFit: Classy Probabilistic Programming☆60Updated this week
- Files for the Python lecture I give at IA-UNAM☆29Updated last year
- A collection of scripts for analyzing the data from the Gaia satellite☆26Updated 3 years ago
- MultiNest is a Bayesian inference tool which calculates the evidence and explores the parameter space which may contain multiple posterio…☆64Updated last year
- Investigating the noise residuals around the gravitational wave event GW150914☆12Updated 5 years ago
- Mapping astronomical survey data on the sky, handsomely☆45Updated 2 months ago
- Artificial Neural-Net compression and fitting of synthetic spectral grids.☆19Updated 2 months ago
- A kernel-density-based, embarrassingly parallel ensemble sampler☆34Updated 2 years ago
- Luandun: Chaotic but delicious☆17Updated last month
- Python module for the analysis of light curves from the ESA Cheops mission☆21Updated 2 weeks ago
- Tutorials with the Chandra Source Catalog and Data Science☆11Updated last year
- 📡 Foregrounds Simulation for EoR 21 cm Signal Detection 📡☆15Updated last year
- MCMC tutorial for the Local Group Astrostatistics workshop☆14Updated 9 years ago
- Tools for working with the @ESAGaia data and related data sets☆61Updated 2 years ago