Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: counterfactual

Repositories

biomedia-mira/causal-gen

(ICML 2023) High Fidelity Image Counterfactuals with Probabilistic Causal Models

Language: Python - Size: 16.2 MB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 47 - Forks: 5

SeldonIO/alibi

Algorithms for explaining machine learning models

Language: Python - Size: 34.7 MB - Last synced: 4 days ago - Pushed: 10 days ago - Stars: 2,298 - Forks: 248

cambridge-mlg/CLUE

Code for the paper "Getting a CLUE: A Method for Explaining Uncertainty Estimates"

Language: Python - Size: 617 KB - Last synced: 5 days ago - Pushed: 24 days ago - Stars: 34 - Forks: 4

counterfactual/monorepo 📦

Home for all packages related to the Counterfactual project

Language: TypeScript - Size: 27 MB - Last synced: 7 days ago - Pushed: over 4 years ago - Stars: 186 - Forks: 44

hbaniecki/adversarial-explainable-ai

💡 Adversarial attacks on explanations and how to defend them

Size: 2.5 MB - Last synced: 3 days ago - Pushed: 2 months ago - Stars: 281 - Forks: 41

Minyus/causallift

CausalLift: Python package for causality-based Uplift Modeling in real-world business

Language: Python - Size: 5.8 MB - Last synced: 2 days ago - Pushed: about 1 year ago - Stars: 333 - Forks: 42

Networks-Learning/counterfactual-tpp

Code and real data for "Counterfactual Temporal Point Processes", NeurIPS 2022

Language: Jupyter Notebook - Size: 6.84 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 15 - Forks: 3

OscarEngelbrektson/SyntheticControlMethods

A Python package for causal inference using Synthetic Controls

Language: Python - Size: 69.8 MB - Last synced: 3 days ago - Pushed: 4 months ago - Stars: 158 - Forks: 46

cubyc-team/anterior

Python's pluggable backtester

Language: Python - Size: 90.8 KB - Last synced: 5 days ago - Pushed: about 1 month ago - Stars: 2 - Forks: 0

firmai/ml-fairness-framework

FairPut - Machine Learning Fairness Framework with LightGBM — Explainability, Robustness, Fairness (by @firmai)

Language: Jupyter Notebook - Size: 10.5 MB - Last synced: 15 days ago - Pushed: over 2 years ago - Stars: 68 - Forks: 14

carla-recourse/CARLA

CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms

Language: Python - Size: 1.89 MB - Last synced: 21 days ago - Pushed: 8 months ago - Stars: 263 - Forks: 60

jvpoulos/causal-ml

Must-read papers and resources related to causal inference and machine (deep) learning

Size: 81.1 KB - Last synced: 2 months ago - Pushed: over 1 year ago - Stars: 596 - Forks: 109

bel2scm/bel2scm

Generate dynamic structural causal models from biological knowledge graphs encoded in the Biological Expression Language (BEL)

Language: Jupyter Notebook - Size: 13 MB - Last synced: 2 months ago - Pushed: over 3 years ago - Stars: 10 - Forks: 4

seresistvanandras/MixEth

MixEth: efficient, trustless coin mixing service for Ethereum

Language: TeX - Size: 16.4 MB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 53 - Forks: 6

santikka/cfid

cfid: R package for identifying counterfactuals.

Language: R - Size: 213 KB - Last synced: 18 days ago - Pushed: 6 months ago - Stars: 6 - Forks: 1

TimeLovercc/CAF-GNN

[CIKM 2023] Towards Fair Graph Neural Networks via Graph Counterfactual.

Language: Python - Size: 15.8 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 7 - Forks: 2

Merina-tanjin/ResumeParser

Parsing a resume, predicting whether it will get screened for a given job description or not and generating counterfactual suggestions.

Language: Python - Size: 19.5 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

utahnlp/tabpert

TabPert : An Effective Platform for Tabular Perturbation

Language: HTML - Size: 54.9 MB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 1

ritaranx/CACHE

[ML4H 2022] This is the code for our paper `Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions on EHR'.

Language: Python - Size: 391 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 16 - Forks: 3

rmazzine/CFNOW

Easiest way to generate counterfactual explanations

Language: Python - Size: 4.49 MB - Last synced: 3 months ago - Pushed: 8 months ago - Stars: 8 - Forks: 0

Letian2003/C-VQA

Counterfactual Reasoning VQA Dataset

Language: Python - Size: 271 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 14 - Forks: 2

Chrisejorge/Causal-Inference

Materials Collection for Causal Inference

Language: Yacc - Size: 73.2 MB - Last synced: 7 months ago - Pushed: about 1 year ago - Stars: 31 - Forks: 15

cutsuper/Effectiveness_of_NPI

The effectiveness of individual NPI among the 42 states in the US where death count exceeded 100 during the first wave of the COVID-19 pandemic

Language: R - Size: 1.27 MB - Last synced: 3 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

HeyyyyyyG/CFIE

PyTorch implementation for our proposed CFIE in EMNLP 2021 paper "Uncovering Main Causalities for Long-tailed Information Extraction".

Language: Python - Size: 33 MB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 22 - Forks: 2

ThorstenDoherr/ultimatch

counterfactual matching

Language: Stata - Size: 188 KB - Last synced: 7 months ago - Pushed: about 3 years ago - Stars: 4 - Forks: 3

meilfang/CF-PAD

Official repository of the paper Face Presentation Attack Detection by Eacavating Causal Clues and Adapting Embedding Statistics

Language: Python - Size: 970 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 1 - Forks: 0

MaheepChaudhary/Causation-inComputerVision

The repository contains lists of papers on causality and how relevant techniques are being used to further enhance deep learning era computer vision solutions.

Language: Python - Size: 414 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 55 - Forks: 6

Kc2fresh/counterfactuals

Language: Jupyter Notebook - Size: 1 MB - Last synced: 9 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

E-Sh4rk/ExtendedStory

Causal analysis for the Kappa language.

Language: JavaScript - Size: 442 KB - Last synced: 9 months ago - Pushed: almost 7 years ago - Stars: 2 - Forks: 0

Heidelberg-NLP/MHKA

The corresponding code from our paper "Social Commonsense Reasoning with Multi-Head Knowledge Attention (EMNLP 2020)". Do not hesitate to open an issue if you run into any trouble!

Language: Python - Size: 14.2 MB - Last synced: 10 months ago - Pushed: almost 2 years ago - Stars: 10 - Forks: 4

The project is about providing counterfactual explanations for biased recommendation results. The developed algorithms produce explanations efficiently for the case of random walk-based recommenders. The scenario tested in the experiments is user-movie ratings, but the algorithms can be applied in any user-item interactions scheme.

Language: Jupyter Notebook - Size: 12.3 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

Related Keywords

counterfactual 43 causal-inference 12 machine-learning 8 causality 7 explainable-ai 6 pytorch 5 counterfactual-explanations 5 python 4 explainable-ml 4 deep-learning 4 state-channels 3 ethereum 3 paper 3 xai 3 interpretability 3 causal-models 3 explainability 3 vqa 3 blockchain 2 tensorflow 2 counterfactuals 2 interpretable-machine-learning 2 benchmark 2 structural-causal-model 2 generative-model 2 causal-learning 2 graph-neural-networks 2 computer-vision 2 econometrics 2 dataset 2 explanations 2 uncertainty 2 propensity-score 2 natural-language-processing 2 coarsened-exact 1 relation-extraction 1 euclidean 1 mahalanobis 1 matching 1 nearest-neighbor 1 percentile-rank 1 radius 1 stata 1 biometrics 1 face 1 face-antispoofing 1 face-presentation-attack-detection 1 face-recognition 1 infotabs 1 nli 1 platform 1 roberta 1 table 1 wikipedia 1 ehr 1 ehr-phenotyping 1 factual 1 health 1 hypergraph-learning 1 ml4h 1 llm 1 reasoning 1 symbolic 1 vqa-dataset 1 bayesian 1 covid-19 1 npi 1 event-detection 1 information-extraction 1 named-entity-recognition 1 crowdai 1 ctr-prediction 1 sparse-matrix 1 tensorflow-models 1 cvpr2020 1 debias 1 cvpr 1 cvpr2021 1 language-bias 1 diffusion-models 1 generative-models 1 image-counterfactual 1 fact-checking 1 fact-verification 1 table-understanding 1 arxivtimes 1 summary 1 causal 1 story-generation 1 text-generation 1 bayesian-inference 1 causalnex 1 secruity 1 extracting 1 tweets 1 causal-core 1 cmu 1 inhibition 1 kaflow 1 kappa 1