Projet refait entièrement dans la v2 web
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Mar 15, 2023 - Python
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intervention
Here are 9 public repositories matching this topic...
Explainability of Deep Learning Models
clustering rct uncertainty intervention causality causal-inference concept-extraction interpretability interpretable-ai explainable-ai gradcam ablation explainability dissection joint-analysis activation-maximization
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Mar 24, 2023 - Python
This project explores methods to detect and mitigate jailbreak behaviors in Large Language Models (LLMs). By analyzing activation patterns—particularly in deeper layers—we identify distinct differences between compliant and non-compliant responses to uncover a jailbreak "direction." Using this insight, we develop intervention strategies that modify
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Feb 2, 2025 - Python
This is the Github repository for the preprint https://arxiv.org/abs/2505.19612
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Jun 5, 2025 - Python
Stanford NLP Python library for benchmarking the utility of LLM interpretability methods
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Jun 25, 2025 - Python
Stanford NLP Python library for understanding and improving PyTorch models via interventions
intervention interpretability mechanistic-interpretability activation-intervention activation-patching
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Oct 13, 2025 - Python
Causal inference of post-transcriptional regulation timelines from long-read sequencing in Arabidopsis thaliana
genomics imputation graphical-models intervention transcription dag causal-inference em-algorithm chloroplast arabidopsis-thaliana do-calculus causal-discovery
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Oct 15, 2025 - Python
Implementation for the NeurIPS 2025 paper: An Analysis of Causal Effect Estimation using Outcome Invariant Data Augmentation
intervention causal-inference data-augmentation robustness invariance domain-generalization instrumental-variable-regression
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Nov 11, 2025 - Python
🌱 Reconstruct genetic regulation timelines in _Arabidopsis thaliana_ using causal inference, addressing missing data and parameter selection challenges effectively.
genomics imputation graphical-models intervention transcription dag causal-inference em-algorithm chloroplast arabidopsis-thaliana do-calculus causal-discovery
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Nov 14, 2025 - Python
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