cranmer / stats-ds-bookLinks
http://cranmer.github.io/stats-ds-book
☆70Updated 4 years ago
Alternatives and similar repositories for stats-ds-book
Users that are interested in stats-ds-book are comparing it to the libraries listed below
Sorting:
- A Python toolkit for (simulation-based) inference and the mechanization of science.☆53Updated 3 years ago
- Notebook to go along with a lecture for the MIT course 8.16: Data Science in Physics on neural simulation-based inference.☆56Updated last year
- SBI Workshop jointly by Helmholtz AI + ML ⇌ Science Colaboratory☆23Updated 2 years ago
- Bibtex for various Python science and machine learning software☆33Updated 2 years ago
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆90Updated 4 years ago
- Hierarchical neural implicit inference over event ensembles. Code repository associated with https://arxiv.org/abs/2306.12584.☆13Updated 2 years ago
- JAX + Units☆47Updated last month
- Gaussian Mixture Models in Jax☆20Updated 4 months ago
- Conditional density estimation with neural networks☆31Updated 5 months ago
- Scipy 2019 Tutorial☆35Updated 5 years ago
- Simulation based calibration and generation of synthetic data.☆53Updated last week
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆24Updated last week
- Bayesian inference and posterior analysis for Python☆44Updated last year
- A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.☆57Updated 11 months ago
- Code repository for the generalized Galton board example in the paper "Mining gold from implicit models to improve likelihood-free infere…☆33Updated 5 years ago
- Upstream optimisation for downstream inference☆69Updated this week
- Probabilistic modeling of tabular data with normalizing flows.☆57Updated last week
- Tutorial Code for MLHEP pyprob☆18Updated last year
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆109Updated last year
- My CV☆37Updated this week
- Solve ODEs fast, with support for PyMC☆114Updated last year
- A comparison of PPL APIs☆27Updated 5 years ago
- A system for scientific simulation-based inference at scale.☆164Updated last year
- Lectures on Bayesian statistics and information theory☆31Updated last month
- Composable kernels for scikit-learn implemented in JAX.☆43Updated 4 years ago
- Materials for DATS0001 Foundations of Data Science, ULiège☆44Updated 7 months ago
- Jax SSM Library☆49Updated 2 years ago
- Probabilistic Programming and Nested sampling in JAX☆184Updated 2 weeks ago
- Bayesian Bandits☆68Updated last year
- bayes-toolbox☆92Updated this week