Explainable-ai Libraries

5 Components & Libraries

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Explainable-ai Libraries

Debugging, monitoring and visualization for Python Machine Learning and Data Science

TensorWatch is a debugging and visualization tool designed for data science, deep learning and reinforcement learning from Microsoft Research. It works in Jupyter Notebook to show real-time visualiza…

Code, exercises and tutorials of my personal blog ! 📝

The repository is organized the following way : For the moment, these cheat sheets are written manually. I'd like to create a visual content later that would both dive in the maths and illustrate cle…

DataScience_ArtificialIntelligence_Utils

Examples of Data Science projects and Artificial Intelligence use-cases

CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning system

As a quick example, let's illustrate the use of CinnaMon on the breast cancer data where we voluntarily introduce some data drift. We can see on this graph that because of the data drift we introduce…