glouppe / dats0001-foundations-of-data-science
Materials for DATS0001 Foundations of Data Science, ULiège
☆41Updated 4 months ago
Alternatives and similar repositories for dats0001-foundations-of-data-science:
Users that are interested in dats0001-foundations-of-data-science are comparing it to the libraries listed below
- Tutorials and sampling algorithm comparisons☆72Updated this week
- Lectures for INFO8004 Advanced Machine Learning, ULiège☆109Updated last week
- Probabilistic Programming and Nested sampling in JAX☆172Updated 3 months ago
- Notebook to go along with a lecture for the MIT course 8.16: Data Science in Physics on neural simulation-based inference.☆53Updated last year
- A Python toolkit for (simulation-based) inference and the mechanization of science.☆53Updated 2 years ago
- State of the art inference for your bayesian models.☆204Updated 3 months ago
- Tools for an Aesara-based PPL.☆65Updated 5 months ago
- probabilistic programming focused on fun☆40Updated 5 months ago
- Bayesian inference and posterior analysis for Python☆44Updated last year
- A comparison of PPL APIs☆27Updated 5 years ago
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆102Updated last year
- http://cranmer.github.io/stats-ds-book☆69Updated 4 years ago
- Minimal Implementation of Bayesian Optimization in JAX☆90Updated 2 months ago
- ☆152Updated 3 weeks ago
- Bayesian Bandits☆67Updated last year
- IterGP: Computation-Aware Gaussian Process Inference (NeurIPS 2022)☆40Updated last year
- A system for scientific simulation-based inference at scale.☆163Updated last year
- Likelihood-free AMortized Posterior Estimation with PyTorch☆126Updated 7 months ago
- Lectures on Quantitative Economics Using JAX☆36Updated 2 weeks ago
- Notes for the Numerics of Machine Learning Lecture Course at the University of Tübingen☆198Updated last year
- An introduction to functional programming for scalable statistical computing☆73Updated 9 months ago
- Gaussian Process Regression Interactive Javascript Demo☆55Updated 6 years ago
- Turning SymPy expressions into JAX functions☆44Updated 4 years ago
- Neural Networks for JAX☆83Updated 6 months ago
- The tiniest of Gaussian Process libraries☆307Updated 2 weeks ago
- ☆20Updated 2 years ago
- Exponential families for JAX☆63Updated this week
- Tutorial Code for MLHEP pyprob☆18Updated last year
- Stainless neural networks in JAX☆33Updated last week
- Oryx is a library for probabilistic programming and deep learning built on top of Jax.☆251Updated this week