(Conditional) Independence testing & Markov blanket feature selection using k-NN mutual information and conditional mutual information estimators. Supports continuous, discrete, and mixed data, as well as multiprocessing.
☆30Jun 16, 2020Updated 5 years ago
Alternatives and similar repositories for pycit
Users that are interested in pycit are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CascadER: Cross-Modal Cascading for Knowledge Graph Link Prediction (arXiv 22)☆13Jun 17, 2022Updated 3 years ago
- Python package for (conditional) independence testing and statistical functions related to causality.☆32Jan 1, 2026Updated 2 months ago
- Classifier Conditional Independence Test: A CI test that uses a binary classifier (XGBoost) for CI testing☆47Jul 6, 2023Updated 2 years ago
- ☆16May 9, 2022Updated 3 years ago
- DGCIT: Double Generative Adversarial Networks for Conditional Independence Testing☆11Nov 22, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Python implementation of the paper 'Outcome-Adaptive Lasso: Variable Selection for Causal Inference'☆17Jul 17, 2020Updated 5 years ago
- pyCausalFS：A Python Library of Causality-based Feature Selection for Causal Structure Learning and Classification☆71Dec 1, 2020Updated 5 years ago
- Estimating Copula Entropy (Mutual Information), Transfer Entropy (Conditional Mutual Information), and the statistics for multivariate no…☆168Oct 2, 2024Updated last year
- Source code and data for "Causal reasoning over knowledge graphs leveraging drug-perturbed and disease-specific transcriptomic signatures…☆19Jul 3, 2024Updated last year
- Code to reproduce the experiments from the paper "Self-Compatibility: Evaluating Causal Discovery without Ground Truth"☆12Mar 9, 2024Updated 2 years ago
- G Square Conditional Independence Test☆11Mar 7, 2017Updated 9 years ago
- This python code estimates conditional mutual information (CMI) and mutual information (MI) for discrete and/or continuous variables usin…☆39Jul 20, 2021Updated 4 years ago
- ☆11Oct 9, 2022Updated 3 years ago
- ☆12Jun 30, 2019Updated 6 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆17Sep 28, 2023Updated 2 years ago
- PyImpetus is a Markov Blanket based feature subset selection algorithm that considers features both separately and together as a group in…☆141Feb 26, 2025Updated last year
- ☆13Apr 23, 2025Updated 11 months ago
- Breast cancer prediction using causal Inference☆11Sep 17, 2021Updated 4 years ago
- [JMIR Medical Informatics] Automatic Rare Disease Knowledge Graph Construction☆14Dec 1, 2023Updated 2 years ago
- Experiments from "The Generalization-Stability Tradeoff in Neural Network Pruning": https://arxiv.org/abs/1906.03728.☆14Oct 23, 2020Updated 5 years ago
- ☆19Dec 15, 2025Updated 3 months ago
- Almost Surely Stable Deep Dynamics [NeurIPS 2020]☆12Dec 8, 2022Updated 3 years ago
- Makes algorithms/code in Tetrad available in Python via JPype☆92Mar 23, 2026Updated last week
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Source code for the Joint Shapley values: a measure of joint feature importance☆12Sep 14, 2021Updated 4 years ago
- Custom graph/network/multi-weighted network class based on storing list of neighbors for each nodes (as opposed to edge list) for scalabl…☆11Jan 18, 2024Updated 2 years ago
- RL-based Causal Discovery with Prior Knowledge☆17Sep 20, 2022Updated 3 years ago
- L4DC2021 code repository☆14Apr 14, 2021Updated 4 years ago
- An open-source package of causal feature selection and causal (Bayesian network) structure learning (Python version)☆20Dec 21, 2020Updated 5 years ago
- An R package implementing the NetEMD and NetDis network comparison measures☆14Jun 9, 2022Updated 3 years ago
- Python package for permutation tests, for statistics and machine learning.☆26May 7, 2025Updated 10 months ago
- Framework to generate observational and interventional samples from structural equation models (SEMs)☆21Apr 14, 2025Updated 11 months ago
- Python implementation of the supervised graph prediction method proposed in http://arxiv.org/abs/2202.03813 using PyTorch library and POT…☆15Feb 25, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".☆18Jun 12, 2023Updated 2 years ago
- This repo contains the code associated to the paper: "Constrained Causal Bayesian Optimization" by Aglietti Virginia, Alan Malek, Ira Kt…☆15Jun 18, 2024Updated last year
- R Package for Spatial Conformal Prediction☆10Aug 6, 2022Updated 3 years ago
- Extracting the signed backbone of intrinsically dense weighted networks.☆10Apr 8, 2021Updated 4 years ago
- The Randomized Conditional Independence Test (RCIT) and the Randomized conditional Correlation Test (RCoT)☆31May 23, 2019Updated 6 years ago
- Influence Estimation for Gradient-Boosted Decision Trees☆29May 27, 2024Updated last year
- [Experimental] Causal graphs that are networkx-compliant for the py-why ecosystem.☆65Mar 16, 2026Updated 2 weeks ago