Python ml-safety

Open-source Python projects categorized as ml-safety
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Topics: ai-safety Mlops robustness ml-testing Deep Learning
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Top 5 Python ml-safety Projects

  • giskard

    🐢 Open-Source Evaluation & Testing framework for LLMs and ML models

    • Project mention: Show HN: Evaluate LLM-based RAG Applications with automated test set generation | news.ycombinator.com | 2024-04-11

  • natural-adv-examples

    A Harder ImageNet Test Set (CVPR 2021)

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • langtest

    Deliver safe & effective language models

    • Project mention: LangTest: Deliver Safe & Effective Language Models | /r/Python | 2023-11-04

  • ethics

    Aligning AI With Shared Human Values (ICLR 2021)

  • ModelNet40-C

    Repo for "Benchmarking Robustness of 3D Point Cloud Recognition against Common Corruptions" https://arxiv.org/abs/2201.12296

  • SaaSHub

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python ml-safety related posts

Index

What are some of the best open-source ml-safety projects in Python? This list will help you:

Project Stars
1 giskard 3,142
2 natural-adv-examples 572
3 langtest 458
4 ethics 207
5 ModelNet40-C 202

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