DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

Medical Imaging Deep Learning library to train and deploy models on Azure Machine Learning and Azure Stack

Package to serve public and freely-available data from rare disease patients.

Lab files for AI-900: Azure AI Fundamentals

2021 Call for Code Global Challenge solution starter kit: Zero hunger.

2021 Call for Code Global Challenge solution starter kit: Responsible production and green consumption.

2021 Call for Code Global Challenge solution starter kit: Clean water and sanitation.

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

This repo contains the data, code, and slides needed for this workshop

This repo go over basics of AB Testing followed by a quick test drive of basics of AB Testing followed by Multi Arm Bandit overview and a demo of EpsilonGreedy Algorithm for AB Testing

Introduction to scikit-learn: Machine Learning in Python

An introduction to network analysis and applied graph theory using Python and NetworkX

Repository with my talks (from Nov 2019 onwards).

Materials for Exploratory Text Analysis with spaCy and textacy

Tutorial for ODSC East 2021, "ML Inference on Mobile Device With Onnx Runtime"

🤖💬 Transformer TTS: Implementation of a non-autoregressive Transformer based neural network for text to speech.

A Python package to assess and improve fairness of machine learning models.

Test LightGBM's Dask integration on different cluster types

A game theoretic approach to explain the output of any machine learning model.

SumMed API backend prototype

SumMed Web Application prototype. Based on React, Typescript and ANT Design components.