cranmer / stats-ds-book
http://cranmer.github.io/stats-ds-book
☆68Updated 3 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
- Bibtex for various Python science and machine learning software☆32Updated 2 years ago
- A Python toolkit for (simulation-based) inference and the mechanization of science.☆52Updated 2 years ago
- My CV☆36Updated this week
- Notebook to go along with a lecture for the MIT course 8.16: Data Science in Physics on neural simulation-based inference.☆50Updated last year
- A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.☆53Updated 5 months ago
- JAX + Units☆44Updated 3 weeks ago
- Scipy 2019 Tutorial☆35Updated 5 years ago
- Upstream optimisation for downstream inference☆69Updated last week
- Hierarchical neural implicit inference over event ensembles. Code repository associated with https://arxiv.org/abs/2306.12584.☆12Updated last year
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆107Updated last year
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆88Updated 3 years ago
- Generate latex + bibtex citation commands by looking at what packages are imported☆49Updated 4 years ago
- Tutorial Code for MLHEP pyprob☆18Updated last year
- Lectures on Bayesian statistics and information theory☆31Updated 3 years ago
- A Python package for approximate Bayesian inference and optimization using Gaussian processes☆42Updated last year
- SBI Workshop jointly by Helmholtz AI + ML ⇌ Science Colaboratory☆22Updated last year
- PyAutoFit: Classy Probabilistic Programming☆62Updated 3 weeks ago
- Inference of substructure properties in strong lensing systems with machine learning. Code repository associated with https://arxiv.org/a…☆31Updated 5 years ago
- Implementation of simulation based calibration for PyMC and Bambi☆32Updated 4 months ago
- Probabilistic modeling of tabular data with normalizing flows.☆55Updated 7 months ago
- ⚡️ zeus: Lightning Fast MCMC ⚡️☆228Updated 10 months ago
- GATSBI: Generative Adversarial Training for Simulation-Based Inference☆17Updated last year
- A system for scientific simulation-based inference at scale.☆163Updated 9 months ago
- Bayesian inference and posterior analysis for Python☆44Updated last year
- Probabilistic Programming and Nested sampling in JAX☆161Updated last month
- Composable kernels for scikit-learn implemented in JAX.☆42Updated 4 years ago
- Solve ODEs fast, with support for PyMC☆112Updated 8 months ago
- ABCpy package☆113Updated 8 months ago
- PyMC3-like Interface for Pyro☆37Updated 5 years ago
- ☆17Updated last year