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Search results for counterfactual
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29 search results found
Alibi
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2,257
Algorithms for explaining machine learning models
Causal Ml
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376
Must-read papers and resources related to causal inference and machine (deep) learning
Causallift
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310
CausalLift: Python package for causality-based Uplift Modeling in real-world business
Adversarial Explainable Ai
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235
💡 Adversarial attacks on explanations and how to defend them
Carla
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216
CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
Monorepo
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190
Home for all packages related to the Counterfactual project
Deepscm
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103
Repository for Deep Structural Causal Models for Tractable Counterfactual Inference
Cfvqa
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70
[CVPR 2021] Counterfactual VQA: A Cause-Effect Look at Language Bias
Css Vqa
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69
Counterfactual Samples Synthesizing for Robust VQA
Ml Fairness Framework
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68
FairPut - Machine Learning Fairness Framework with LightGBM — Explainability, Robustness, Fairness (by @firmai)
Causation Incomputervision
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56
The repository contains lists of papers on causality and how relevant techniques are being used to further enhance deep learning era computer vision solutions.
Paper
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54
📄 Counterfactual: Generalized State Channels Paper
Mixeth
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43
MixEth: efficient, trustless coin mixing service for Ethereum
Causal Gen
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41
(ICML 2023) High Fidelity Image Counterfactuals with Probabilistic Causal Models
Syntheticcontrolmethods
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35
A Python package for causal inference using Synthetic Controls
Clue
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31
Code for the paper "Getting a CLUE: A Method for Explaining Uncertainty Estimates"
Causal Inference
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30
Materials Collection for Causal Inference
Cache
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15
[ML4H 2022] This is the code for our paper `Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions on EHR'.
C Vqa
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14
Counterfactual Reasoning VQA Dataset
Mhka
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11
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!
Cfml Papers
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11
Summaries and notes on CounterFactual Machine Learning papers
Counterfactual Tpp
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10
Code and real data for the paper "Counterfactual Temporal Point Processes", NeurIPS 2022
Cfie
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9
PyTorch implementation for our proposed CFIE in EMNLP 2021 paper "Uncovering Main Causalities for Long-tailed Information Extraction".
Counterfactual Explanations Mdp
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7
Code for "Counterfactual Explanations in Sequential Decision Making Under Uncertainty", NeurIPS 2021
Cfid
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6
cfid: R package for identifying counterfactuals.
Robust Counterfactuals
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6
Repo of the paper "On the Robustness of Sparse Counterfactual Explanations to Adverse Perturbations"
Caf Gnn
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6
[CIKM 2023] Towards Fair Graph Neural Networks via Graph Counterfactual.
Crowdai Counterfactual
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6
2nd place solution for Criteo Ad Placement challenge
Cf Shap
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5
Counterfactual SHAP: a framework for counterfactual feature importance
Related Searches
Python Counterfactual (19)
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