(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 6 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)☆14Jun 17, 2022Updated 4 years ago
- Package for recursive causal discovery☆15Nov 14, 2025Updated 11 months ago
- The Randomized Conditional Independence Test (RCIT) and the Randomized conditional Correlation Test (RCoT)☆32May 23, 2019Updated 7 years ago
- pyCausalFS:A Python Library of Causality-based Feature Selection for Causal Structure Learning and Classification☆72Dec 1, 2020Updated 5 years ago
- ☆16May 9, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This python code estimates conditional mutual information (CMI) and mutual information (MI) for discrete and/or continuous variables usin…☆40Jul 20, 2021Updated 5 years ago
- Classifier Conditional Independence Test: A CI test that uses a binary classifier (XGBoost) for CI testing☆49Jul 6, 2023Updated 3 years ago
- An open-source package of causal feature selection and causal (Bayesian network) structure learning (Python version)☆19Dec 21, 2020Updated 5 years ago
- [Experimental] Causal graphs that are networkx-compliant for the py-why ecosystem.☆67Updated this week
- Python implementation of the paper 'Outcome-Adaptive Lasso: Variable Selection for Causal Inference'☆17Jul 17, 2020Updated 6 years ago
- ☆12Jun 30, 2019Updated 7 years ago
- G Square Conditional Independence Test☆11Mar 7, 2017Updated 9 years ago
- Code to reproduce the experiments from the paper "Self-Compatibility: Evaluating Causal Discovery without Ground Truth"☆12Mar 9, 2024Updated 2 years ago
- ☆12Apr 11, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Source code and data for "Causal reasoning over knowledge graphs leveraging drug-perturbed and disease-specific transcriptomic signatures…☆19Jul 3, 2024Updated 2 years ago
- Breast cancer prediction using causal Inference☆10Sep 17, 2021Updated 5 years ago
- Structure learning with extremely greedy equivalence search☆11Updated this week
- ☆17Sep 28, 2023Updated 3 years ago
- Provides the SELF criteria to learn causal structure. Please cite "Ruichu Cai, Jie Qiao, Zhenjie Zhang, Zhifeng Hao. SELF: Structural Equ…☆16Nov 22, 2017Updated 8 years ago
- Predict the % of silica present in the iron core concentration given the manufacturing data of a flotation plant☆11Sep 16, 2023Updated 3 years ago
- Code used in the paper "Score matching enables causal discovery of nonlinear additive noise models", Rolland et al., ICML 2022☆21Sep 15, 2025Updated last year
- Python implementation of the GIES algorithm for causal discovery, from the 2012 paper "Characterization and Greedy Learning of Interventi…☆14Mar 3, 2025Updated last year
- ☆12Oct 9, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [JMIR Medical Informatics] Automatic Rare Disease Knowledge Graph Construction☆14Dec 1, 2023Updated 2 years ago
- Repository for "Nearest neighbor search on embeddings rapidly identifies distant protein relations"☆13Apr 2, 2023Updated 3 years ago
- This code provide the CANM algorithim for causal discovery. Please cite "Ruichu Cai, Jie Qiao, Kun Zhang, Zhenjie Zhang, Zhifeng Hao. Cau…☆16May 30, 2019Updated 7 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
- Source code for the Joint Shapley values: a measure of joint feature importance☆12Sep 14, 2021Updated 5 years ago
- Causal estimators for use with WhyNot☆11Mar 20, 2020Updated 6 years ago
- Almost Surely Stable Deep Dynamics [NeurIPS 2020]☆12Dec 8, 2022Updated 3 years ago
- L4DC2021 code repository☆14Apr 14, 2021Updated 5 years ago
- MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".☆18Jun 12, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- RL-based Causal ML Framework with Prior Knowledge☆17Sep 20, 2022Updated 4 years ago
- Python package for Stein Thinning☆12Nov 17, 2024Updated last year
- Extracting the signed backbone of intrinsically dense weighted networks.☆10Apr 8, 2021Updated 5 years 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
- This repo contains the code associated to the paper: "Constrained Causal Bayesian Optimization" by Aglietti Virginia, Alan Malek, Ira Kt…☆16Jun 18, 2024Updated 2 years ago
- Makes algorithms/code in Tetrad available in Python via JPype☆99Updated this week
- Influence Estimation for Gradient-Boosted Decision Trees☆29May 27, 2024Updated 2 years ago