pmocz / mcmc-pythonLinks
Create Your Own Metropolis-Hastings Markov Chain Monte Carlo Algorithm for Bayesian Inference (With Python)
☆43Updated 5 months ago
Alternatives and similar repositories for mcmc-python
Users that are interested in mcmc-python are comparing it to the libraries listed below
Sorting:
- Notebook to go along with a lecture for the MIT course 8.16: Data Science in Physics on neural simulation-based inference.☆60Updated last year
- Kernel Density Estimation and (re)sampling☆62Updated 2 years ago
- Tutorial for the DINGO package to analyze gravitational wave data using NPE☆44Updated last week
- Machine learning and statistics for physicists☆101Updated 4 years ago
- A Package for Bayesian inference of expensive likelihoods with Gaussian Processes☆28Updated last week
- Apply the Nested Sampling Monte Carlo algorithm to fit exoplanet radial velocity data and estimate the posterior distribution of the mod…☆11Updated 5 months ago
- Differentiable Gravitational Waveforms with JAX☆63Updated 3 months ago
- Repository for PHYS T480/580 (Big Data Physics: Methods of Machine Learning) at Drexel University, Fall 2018☆10Updated 6 years ago
- pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation☆111Updated last month
- My CV☆37Updated this week
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆27Updated 3 years ago
- Astronomical time series analysis with JAX☆66Updated this week
- Gravitational-wave data analysis tools in Jax☆74Updated 2 months ago
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆70Updated last month
- Make a sweet giant triangle confusogram (GTC) plot☆34Updated 2 years ago
- ☆32Updated 3 years ago
- GWInferno: Gravitational-Wave Hierarchical Inference with NumPyro☆20Updated 3 months ago
- PyAutoFit: Classy Probabilistic Programming☆63Updated this week
- Galactic and Gravitational Dynamics in Python (+ GPU and autodiff)☆40Updated last week
- This repository contains lecture notes and codes for the course "Computational Methods for Data Science"☆53Updated 4 years ago
- Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation☆74Updated last month
- Material for the "ML for the Sciences" meeting at Princeton University☆55Updated 5 years ago
- A simple JAX solver for the 2D Euler equations for benchmarking☆19Updated last year
- A differentiable cosmology library in JAX☆215Updated 4 months ago
- Probabilistic Programming and Nested sampling in JAX☆209Updated 2 months ago
- Bayesian Jenaer software☆22Updated last month
- Public version of PolyChord: See polychord.co.uk for PolyChordPro☆93Updated 2 months ago
- JAX-powered Cosmological Particle-Mesh N-body Solver☆55Updated last week
- 🐈 Differentiable Spectrum Modeling of Exoplanets and Brown Dwarfs☆64Updated 3 weeks ago
- This project contains additional material for the textbook Deep Learning for Physics Research by Martin Erdmann, Jonas Glombitza, Gregor …☆68Updated 2 months ago