reliable-ai
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A curated list of awesome responsible machine learning resources.
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Mar 11, 2025
Open-source framework for uncertainty and deep learning models in PyTorch 🌱
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Mar 17, 2025 - Python
Analyzing and scoring reasoning traces of LLMs
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Sep 1, 2024 - Python
TRIAGE: Characterizing and auditing training data for improved regression (NeurIPS 2023)
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Mar 14, 2024 - Jupyter Notebook
Official code for AAAI2025 paper "Mining In-distribution Attributes in Outliers for Out-of-distribution Detection"
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Jan 13, 2025 - Python
Reliable and Trustworthy Intelligence AI notebooks from ETH Zurich course taught by Prof. Dr. Martin Vechev
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Nov 7, 2021 - Jupyter Notebook
Repository for the Reliable and Trustworthy AI course offered in Fall 2022 at ETH Zürich: implementation of DeepPoly, Robustness Analyzer for Deep Neural Networks
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Jan 10, 2023 - Python
Implementation of a custom DeepPoly abstract domain transformer for Sigmoid Parabola-Unit activation function using PyTorch
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Mar 30, 2022 - Jupyter Notebook
Official source codes for implementing "Design of reliable technology valuation model with calibrated machine learning of patent indicators"
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Jul 18, 2024
Repository for the Reliable and Trustworthy AI project offered in Fall 2021 at ETH Zürich
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Jan 7, 2022 - Python
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