probml
Probabilistic machine learning Joined Jan 2014 View on GitHub
- Stars
- 18,150
- across 30 public repos
- Rank
- #2,071
- of 94,827 organizations, top 3%
- Down 91 places this week
Repositories with 50+ stars
| Rank | Repository | Language | Stars |
|---|---|---|---|
| 8,537 | Python code for "Probabilistic Machine learning" book by Kevin Murphy | Jupyter Notebook | 7,184 |
| 11,142 | "Probabilistic Machine Learning" - a book series by Kevin Murphy | Jupyter Notebook | 5,709 |
| 43,657 | Probabilistic Modeling Toolkit for Matlab/Octave. | HTML | 1,569 |
| 44,114 | Probabilistic Machine Learning: Advanced Topics | 1,552 | |
| 65,003 | A Python package for probabilistic state space modeling with JAX | Python | 1,024 |
| 254,211 | Structural Time Series in JAX | Jupyter Notebook | 221 |
| 263,044 | Interactive textbook on state-space models | Jupyter Notebook | 212 |
| 273,712 | Notebooks for "Probabilistic Machine Learning" book | Jupyter Notebook | 202 |
| 633,655 | Bayesian Bandits | Jupyter Notebook | 71 |
| 679,513 | Recursive Bayesian Estimation (Sequential / Online Inference) | Jupyter Notebook | 65 |
| 752,808 | Various packages used by PMTK. | MATLAB | 57 |
| 763,364 | A collection of MATLAB data sets used by PMTK. | MATLAB | 56 |
Among 94,827 organizations
16k–25k stars: 924 organizations, including probml
Stars along the bottom, and organizations in each band on a log scale
Where the stars are
Languages
- Jupyter Notebook 13.7k stars, 75% · 7 repos
- HTML 1.6k stars, 9% · 1 repo
- Python 1k stars, 6% · 1 repo
- MATLAB 113 stars, 1% · 2 repos
When they were made
12 repos with 50+ stars, made between 2014 and 2023
Quick stats
- Next rank
- +2 stars to reach #2,070
- Next milestone
- +16,823 stars to reach the top 1%
- Public repos
- 30, 12 with 50+ stars
- Popular repos
- 8 over 100 stars, 5 over 1k stars
- Top repo
- pyprobml, #8,537 of all repos, 40% of stars
- Smaller repos
- 228 stars from repos under 50