Causal analysis for the Kappa language.
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Updated
Aug 14, 2017 - JavaScript
Causal analysis for the Kappa language.
2nd place solution for Criteo Ad Placement challenge
📄 Counterfactual: Generalized State Channels Paper
Summaries and notes on CounterFactual Machine Learning papers
Home for all packages related to the Counterfactual project
Generate dynamic structural causal models from biological knowledge graphs encoded in the Biological Expression Language (BEL)
counterfactual matching
Implementation of the AAAI-2021 paper Sketch and Customize: A Counterfacutal Story Generator .
counterfactual explanations for XGBoost and tree ensemble models - counterfactual reasoning - model interpretability
FairPut - Machine Learning Fairness Framework with LightGBM — Explainability, Robustness, Fairness (by @firmai)
[CVPR 2021] Counterfactual VQA: A Cause-Effect Look at Language Bias
PyTorch implementation for our proposed CFIE in EMNLP 2021 paper "Uncovering Main Causalities for Long-tailed Information Extraction".
Interpretation of Black-Box Model with Counterfactual with Whale optimization and Genetic Algorithm
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!
This project aims to implement the Multi-task-Stacked-Bi-LSTMs applied in detecting the span of the counterfactual statement using ELMo Word Embedding and POS tags.
Code for Diff-SCM paper
Code and real data for "Counterfactual Temporal Point Processes", NeurIPS 2022
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