peterewills / itsampleLinks
Inverse transform sampling in Python
☆21Updated 7 years ago
Alternatives and similar repositories for itsample
Users that are interested in itsample are comparing it to the libraries listed below
Sorting:
- My CV☆39Updated this week
- ⚡️ zeus: Lightning Fast MCMC ⚡️☆241Updated last year
- A list of Python-based MCMC & ABC packages☆123Updated 8 months ago
- Bibtex for various Python science and machine learning software☆33Updated 3 years ago
- kramersmoyal: Kramers-Moyal coefficients for stochastic data of any dimension, to any desired order☆75Updated last year
- A system for scientific simulation-based inference at scale.☆165Updated last year
- Kernel Density Estimation and (re)sampling☆63Updated 2 years ago
- Probabilistic modeling of tabular data with normalizing flows.☆58Updated 3 weeks ago
- Probabilistic Programming and Nested sampling in JAX☆219Updated last month
- Manifold Markov chain Monte Carlo methods in Python☆236Updated last month
- Automatic parametric modeling with symbolic regression☆63Updated 7 months ago
- Gaussian Process Regression Interactive Javascript Demo☆58Updated 7 years ago
- JAX + Units☆52Updated last month
- Differentiable and gpu enabled fast wavelet transforms in JAX.☆48Updated last year
- A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.☆59Updated last year
- Gaussian Mixture Models in Jax☆23Updated 6 months ago
- A differentiable cosmology library in JAX☆222Updated 7 months ago
- Normalizing Flows using JAX☆86Updated 2 years ago
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆105Updated 2 years ago
- ☆34Updated 5 years 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
- Methods for numerical differentiation of noisy data in python☆130Updated last month
- Optimal numerical differentiation of noisy time series data in python.☆67Updated 2 months ago
- Repository for Deterministic Particle Flow Control framework☆10Updated 3 years ago
- python version of the No-U-Turn Sampler (NUTS) from Hoffman & Gelman, 2011☆131Updated 5 years ago
- Simulation-based inference in JAX☆45Updated 2 months ago
- Likelihood-free AMortized Posterior Estimation with PyTorch☆132Updated last year
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆111Updated 2 years ago
- Numerical integration of Ito or Stratonovich SDEs☆169Updated 2 years ago
- Simulation-based inference benchmark☆108Updated last year