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kmario23/deep-learning-drizzle

A comprehensive collection of deep learning, reinforcement learning, and machine learning resources for vibe coders.

12.8K

Archived

HTML

Machine Learning

#deep-learning#machine-learning#computer-vision

jacobgil/pytorch-grad-cam

Advanced AI Explainability library for computer vision models built with PyTorch.

12.7K

Experimental

Python

Computer Vision

PyTorch

#computer-vision#explainable-ai#grad-cam

interpretml/interpret

Interpret is a framework for fitting interpretable machine learning models and explaining black-box models.

6.8K

Active

C++

Interpretability

CLI Tools

scikit-learn

#ai#machine-learning#interpretability

microsoft/tensorwatch

A powerful debugging, monitoring and visualization tool for Python Machine Learning and Data Science workflows.

3.5K

Stable

Jupyter Notebook

ML Ops

Debugging

Jupyter Notebook

#debugging#monitoring#visualization

MilesCranmer/PySR

High-performance symbolic regression library for Python and Julia, with support for explainable AI.

3.4K

Active

Python

Explainable AI

ML Ops

Python

#algorithm#automl#data-science

alan-ai/alan-sdk-web

The Alan AI SDK for Web provides a self-coding system for building AI-powered voice and conversational experiences in web apps.

2.4K

Active

LLM Frameworks

AI SDKs & Wrappers

React

#conversational-ai#voice-ai#low-code

AstraZeneca/awesome-explainable-graph-reasoning

A collection of research papers and software related to explainability in graph machine learning.

2.0K

Archived

Graph Algorithms

Vector Databases

#explainable-ai#explainable-ml#graph

Trusted-AI/AIX360

A Python library for interpretability and explainability of data and machine learning models.

1.8K

Experimental

Python

Explainable AI

#artificial-intelligence#explainability#machine-learning

microsoft/responsible-ai-toolbox

A suite of tools that enable developers to build and monitor AI systems more responsibly.

1.7K

Active

TypeScript

Explainability

Fairness

TypeScript

#responsible-ai#explainable-ai#fairness-ai

csinva/imodels

Interpretable ML package for concise, transparent, and accurate predictive modeling.

1.6K

Stable

Jupyter Notebook

React

#machine-learning#explainable-ai#interpretable-models

interpretml/DiCE

Generate diverse counterfactual explanations for machine learning models.

1.5K

Experimental

Python

React

#counterfactual-explanations#explainable-ai#machine-learning

ModelOriented/DALEX

A Python library for interpretable and explainable machine learning model analysis and visualization.

1.5K

Active

Python

Explainable AI

Machine Learning

Python

#explainable-ai#model-interpretation#model-analysis

cdpierse/transformers-interpret

A library that provides seamless model explainability for transformers models in just 2 lines of code.

1.4K

Archived

Jupyter Notebook

Model Explainability

Interpretability

Transformers

#model-explainability#nlp#interpretability

EthicalML/xai

An explainability toolbox for developers building machine learning models with interpretability and fairness in mind.

1.2K

Stable

Python

Explainability

Evaluation

Python

#ai-explainability#machine-learning-interpretability#bias-evaluation

valeman/awesome-conformal-prediction

A curated list of resources for the Conformal Prediction machine learning technique.

1.2K

Active

Explainable AI

Tutorials & Courses

#machine-learning#statistics#probability

jacobgil/vit-explain

A library for explaining the decisions made by Vision Transformers, a type of AI model used for computer vision tasks.

1.1K

Archived

Python

Explainable AI

ML Ops

PyTorch

#explainable-ai#vision-transformer#computer-vision

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