Python model-validation

Open-source Python projects categorized as model-validation

Top 3 Python model-validation Projects

  • deepchecks

    Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

    Project mention: Detect, Defend, Prevail: Payments Fraud Detection using ML & Deepchecks | dev.to | 2024-01-13

    Also if you have any confusion related to it. You can directly go to their discussion section in github :

  • giskard

    🐢 Evaluation & Testing framework for LLMs and ML models

    Project mention: Why is it so important to evaluate Large Language Models (LLMs)? 🤯🔥 | dev.to | 2023-11-10

    Unchecked biases in LLMs can inadvertently perpetuate harmful stereotypes or produce misleading information, which in turn can produce severe consequences. In this article, we'll demonstrate how to evaluate your LLMs using an open source model testing framework, Giskard. 🤓

  • 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.

  • PyForecastTools

    Forecast Verification/Validation Tools in Python

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). The latest post mention was on 2024-01-13.

Python model-validation related posts

Index

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

Project Stars
1 deepchecks 3,295
2 giskard 2,757
3 PyForecastTools 30
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