syanga / pycitView external linksLinks
(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.
☆31Jun 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
Sorting:
- CascadER: Cross-Modal Cascading for Knowledge Graph Link Prediction (arXiv 22)☆13Jun 17, 2022Updated 3 years ago
- ☆16May 9, 2022Updated 3 years ago
- ☆18Sep 28, 2023Updated 2 years ago
- Source code for the Joint Shapley values: a measure of joint feature importance☆13Sep 14, 2021Updated 4 years ago
- ☆13Apr 23, 2025Updated 9 months ago
- ☆14Dec 15, 2025Updated last month
- Custom graph/network/multi-weighted network class based on storing list of neighbors for each nodes (as opposed to edge list) for scalabl…☆12Jan 18, 2024Updated 2 years ago
- Almost Surely Stable Deep Dynamics [NeurIPS 2020]☆13Dec 8, 2022Updated 3 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 3 years ago
- L4DC2021 code repository☆15Apr 14, 2021Updated 4 years ago
- Repository for "Nearest neighbor search on embeddings rapidly identifies distant protein relations"☆13Apr 2, 2023Updated 2 years ago
- Python package for Stein Thinning☆13Nov 17, 2024Updated last year
- 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
- MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".☆18Jun 12, 2023Updated 2 years ago
- ☆29Updated this week
- ☆14Aug 5, 2022Updated 3 years ago
- Cold Start Similar Artists Ranking with Gravity-Inspired Graph Autoencoders (RecSys 2021)☆20Oct 17, 2021Updated 4 years ago
- Learning clinical-decision rules with interpretable models.☆20Aug 10, 2023Updated 2 years ago
- Classifier Conditional Independence Test: A CI test that uses a binary classifier (XGBoost) for CI testing☆48Jul 6, 2023Updated 2 years ago
- Size-Invariant Graph Representations for Graph Classification Extrapolations (ICML 2021 Long Talk)☆23Jan 26, 2023Updated 3 years ago
- A Library for Minimax Risk Classifiers☆31Jan 28, 2026Updated 2 weeks ago
- ☆24Sep 2, 2024Updated last year
- Efficient Conditionally Invariant Representation Learning (ICLR 2023, Oral)☆21Nov 27, 2022Updated 3 years ago
- Influence Estimation for Gradient-Boosted Decision Trees☆29May 27, 2024Updated last year
- ☆28Oct 21, 2022Updated 3 years ago
- Embedding graphs in symmetric spaces☆30Sep 30, 2021Updated 4 years ago
- Graph matching and clustering by comparing heat kernels via optimal transport.☆27Dec 8, 2022Updated 3 years ago
- pyCausalFS:A Python Library of Causality-based Feature Selection for Causal Structure Learning and Classification☆71Dec 1, 2020Updated 5 years ago
- Code for Gaussian Score Matching Variational Inference☆35Feb 23, 2025Updated 11 months ago
- Software for "Configuration Models of Random Hypergraphs"☆29Jun 21, 2022Updated 3 years ago
- Conditional calibration of conformal p-values for outlier detection.☆37Nov 15, 2022Updated 3 years ago
- Code for the paper "Getting a CLUE: A Method for Explaining Uncertainty Estimates"☆35Apr 23, 2024Updated last year
- rebuilds and completes models of protein complexes using AlphaFold2☆15Jan 22, 2026Updated 3 weeks ago
- Code for the paper "Distinguishing the Knowable from the Unknowable with Language Models"☆11Apr 15, 2024Updated last year
- Enhanced Explainable Neural Network☆10Dec 25, 2021Updated 4 years ago
- protein embedding project☆12May 3, 2018Updated 7 years ago
- Code for the paper "SMACE: A New Method for the Interpretability of Composite Decision Systems", ECML 2022☆15Apr 17, 2023Updated 2 years ago
- 📊 Results from the reproducibility and benchmarking studies presented in "Bringing Light Into the Dark: A Large-scale Evaluation of Know…☆36Apr 19, 2022Updated 3 years ago
- Dataset corresponding to the paper: "Form2Seq : A Framework for Higher-Order Form Structure Extraction"☆10Feb 17, 2021Updated 4 years ago