imatiach-msft

azure-activedirectory-library-for-python

ADAL for Python

interpret-community

Fit interpretable models. Explain blackbox machine learning.

interpret-text

A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.

LightGBM

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

MachineLearningNotebooks

Use the example notebooks in this repo to explore the Azure Machine Learning service.

ml-wrappers

A unified wrapper for various ML frameworks - to have one uniform scikit-learn format predict and predict_proba functions.

responsible-ai-toolbox

This project provides responsible AI user interfaces for Fairlearn, interpret-community, and Error Analysis, as well as foundational building blocks that they rely on.

shap

A unified approach to explain the output of any machine learning model

spark

Mirror of Apache Spark

SynapseML

Microsoft Machine Learning for Apache Spark

imatiach-msft/azure-activedirectory-library-for-python

ADAL for Python

imatiach-msft/boosting_tree_benchmarks

imatiach-msft/CNTK

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

imatiach-msft/hdbscan

A high performance implementation of HDBSCAN clustering.

imatiach-msft/infer

Infer.NET is a framework for running Bayesian inference in graphical models

imatiach-msft/machinelearning

ML.NET is an open source and cross-platform machine learning framework for .NET.

imatiach-msft/MachineLearningSamples-mmlspark

MMLSpark example

imatiach-msft/NeuronBlocks

NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

imatiach-msft/NimbusML

A Python package (pip-installable) with the functionality of ML.NET but with APIs that is similar to Scikit-Learn and components that integrate into Scikit-Learn pipelines.

imatiach-msft/Recommenders

Recommender Systems

imatiach-msft/scikit-learn

scikit-learn: machine learning in Python

imatiach-msft/sumobots

Getting started with sumobots

imatiach-msft/tensorboard

TensorFlow's Visualization Toolkit

imatiach-msft/vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.