Pro-Logic

Pythia : New deep learning framework from Facebook

Pythia is a deep learning framework that supports multitasking in the vision and language domain. Built on our open-source framework, the modular, plug-and-play design enables researchers to quickly build, reproduce, and benchmark AI models. is designed for vision and language tasks, such as answering questions related to visual data and automatically generating image caption

Link: https://engineering.fb.com/ai-research/pythia/
GitHub: https://github.com/facebookresearch/pythia
more : https://arxiv.org/abs/1807.09956

Pythia: open-source framework for multimodal AI models - Facebook Engineering Pythia is a new open source deep learning framework that enables researchers to quickly build, reproduce, and benchmark AI models.

A Report by H20

In this report you’ll find:

https://drive.google.com/open?id=1PQVYoNMFjWvNOc7OGsSAjgeVTby2ImKI

Definitions and examples
Social and Commercial Motivations for Machine Learning
A Machine Learning Interpretability Taxonomy for Applied Practitioners
Common Interpretability Techniques
Limitations and Precautions
Testing Interpretability and Fairness
Machine Learning Interpretability in Action

An-Introduction-to-Machine-Learning-Interpretability-Second-Edition.pdf