rrtucci / scumpy
Library for doing both symbolic and numeric calculations for linear Structural Causal Models (SCM)
☆14Updated 9 months ago
Alternatives and similar repositories for scumpy:
Users that are interested in scumpy are comparing it to the libraries listed below
- python app for doing personalized causal medicine using the methods invented by Judea Pearl et al.☆24Updated 2 years ago
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Updated 8 months ago
- Multithreaded elementwise algebra and random number generation☆8Updated last year
- Simulation based calibration and generation of synthetic data.☆47Updated this week
- ☆17Updated last year
- A curated list of awesome Bayesian statistics blogs and resources☆22Updated last year
- Causal Inference Using Quasi-Experimental Methods☆20Updated 4 years ago
- Toolbox for non-linear calibration modeling.☆24Updated 3 months ago
- Markov Chain Monte Carlo Visualization Tools☆25Updated this week
- Website: Data Umbrella & PyMC open source sessions☆26Updated 8 months ago
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆18Updated this week
- [Experimental] Causal graphs that are networkx-compliant for the py-why ecosystem.☆51Updated this week
- Data and code for COVID-19 NPI effectiveness estimation.☆30Updated 3 years ago
- Gaussian Process Model Building Interface☆50Updated 3 months ago
- ☆42Updated 5 months ago
- Public code & notebooks accompanying our blog posts & YouTube tutorials (https://www.youtube.com/c/PyMCLabs)☆24Updated 2 months ago
- Linear Models with Python☆21Updated 2 months ago
- Solve ODEs fast, with support for PyMC☆112Updated 9 months ago
- A system for Bayesian estimation of state space models using PyMC☆34Updated last year
- JupyterLab renderer of dagitty causal diagrams☆20Updated last year
- A flexible, fast and scalable python library for Self-Organizing Maps☆11Updated 9 months ago
- Multiscale Modelling Tool - mathematical modelling without the maths☆22Updated 2 years ago
- A converter that takes a network (cnet, igraph, networkx, pathpy, ...) and creates a tikz-network for smooth integration into LaTeX.☆52Updated 3 years ago
- ☆10Updated 4 years ago
- Dynamic programming algorithms for exact linear clustering in networks.☆15Updated last year
- A short introduction to Conformal Prediction methods, with a few examples for classification and regression from the Astrophysical domain…☆12Updated 7 months ago
- GATSBI: Generative Adversarial Training for Simulation-Based Inference☆17Updated last year
- An interactive dashboard for visualisation, integration and classification of data using Active Learning.☆64Updated 2 months ago
- given an arixiv id or title, check if has been published, and then returns the updated bib☆14Updated 3 years ago
- Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan☆82Updated this week