pearsonkyle / Nbody-AI
A python 3 package for generating N-body simulations, computing transit timing variations (TTV) and retrieving orbit parameters from TTV measurements within a Bayesian framework using machine learning
β29Updated 10 months ago
Alternatives and similar repositories for Nbody-AI:
Users that are interested in Nbody-AI are comparing it to the libraries listed below
- π A package to determine whether planetary orbital configurations will live long and prosperβ64Updated 2 months ago
- Fast & scalable MCMC for all your exoplanet needs!β215Updated 2 weeks ago
- PyAutoFit: Classy Probabilistic Programmingβ63Updated last week
- a data-driven method for determining stellar parameters and abundances from stellar spectraβ41Updated 7 years ago
- Source for my paper, Understanding the Lomb-Scargle Periodogramβ84Updated 3 years ago
- MiraPy: A Python package for Deep Learning in Astronomyβ44Updated 4 years ago
- hyperspectral galaxy modeling and deblendingβ53Updated 8 months ago
- β17Updated 5 months ago
- A GAN for the generation of mock astronomical surveysβ22Updated 6 years ago
- A python package for creating mock maps of astrophysical signals from a halo catalogβ47Updated last year
- General tools for Astronomical Time Series in Pythonβ86Updated last year
- Python library for supernova cosmologyβ75Updated last month
- MCMC package for Bayesian data analysisβ58Updated 7 years ago
- Pure Python, MIT-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence.β74Updated last year
- PyAutoLens: Open Source Strong Gravitational Lensingβ167Updated last week
- β16Updated 4 years ago
- Fully Adaptive Bayesian Algorithm for Data Analysis (FABADA) is a new approach of noise reduction methods. In this repository is shown thβ¦β23Updated last year
- Souce code for our ARA&A review of Gaussian process regression for astronomical time-seriesβ30Updated last month
- Machine learning is used to search for signals of transiting exoplanets in planetary search surveys (e.g. Kepler and TESS).β43Updated 4 years ago
- Bayesian Methods in Astronomy workshop, presented at AAS227β120Updated 8 years ago
- Large suite of N-body simulationsβ91Updated last week
- β22Updated 5 years ago
- Transformer for galaxy images (and general astronomy)β28Updated last week
- Fast & scalable Gaussian Processes in one dimensionβ74Updated 3 weeks ago
- fastPM - A N-body Particle Mesh solver that scalesβ63Updated 3 weeks ago
- A base package for multi-dimensional contiguous and non-contiguous coordinate-aware arrays.β45Updated 2 weeks ago
- Deep learning strong lens finderβ24Updated 6 years ago
- A custom Monte Carlo sampler for the (gravitational) two-body problemβ31Updated 8 months ago
- Galactic and gravitational dynamics in Pythonβ135Updated this week
- Streamlit app for galaxy similarity searchβ23Updated 2 years ago