Python SMART on FHIR client

We write your reusable computer vision tools. 💜

21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

Foundation Models for Data Tasks

A series of large language models trained from scratch by developers @01-ai

🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.

Table Schema mapping using LLM

Analysis of Hospital-Course Summaries

🛠 A fast .NET Standard Class Library for parsing results from an SQL query to .NET objects to eliminate risky column-index hardcoding

An automated script for GPT and SQL

A curated list of useful resources that cover Offensive AI.

A framework for serving and evaluating LLM routers - save LLM costs without compromising quality

List of papers on hallucination detection in LLMs.

LLM Analytics

Sample to envision intelligent apps with Microsoft's Copilot stack for AI-infused product experiences.

AIDE: the state-of-the-art machine learning engineer agent, generating machine learning solution code from natural language descriptions.

Mapping the MIMIC-III database to the OMOP schema

MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases

Convert arbitrary EHR extracts to FHIR.

An open-source Python library for Data Scientists & Data Analysts designed to simplify the exploratory data analysis process. Using Edvart, you can explore data sets and generate reports with minim…

Indic-BERT-v1: BERT-based Multilingual Model for 11 Indic Languages and Indian-English. For latest Indic-BERT v2, check: https://github.com/AI4Bharat/IndicBERT

State of the Art Language models and Classifier for Hindi language (spoken in Indian sub-continent)

Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need

assignments and group case studies from PGDMLAI course by upGrad & IIITB

An Open Standard for lineage metadata collection

✨ Innovative and open-source visualization application that transforms various data formats, such as JSON, YAML, XML, CSV and more, into interactive graphs.