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autogen

A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap

autogpt

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

clinical-abbreviations

clinical-trials-gov-data

criteria2query

[In Development] An application to parse freetext inclusion criteria and produce a structured cohort definition that can be executed against OMOP CDM

fate

An Industrial Grade Federated Learning Framework

federated-learning-on-hospital-data

A Federated Learning implementation to diagnose 2 acute inflammations of bladder.. This medical dataset truly needs privacy! Because we cannot divulge the sexually-transmitted diseases of patient

fl_server

flower

Flower: A Friendly Federated Learning Framework

gatortron

all scripts used in gatortron project

google-10000-english

This repo contains a list of the 10,000 most common English words in order of frequency, as determined by n-gram frequency analysis of the Google's Trillion Word Corpus.

llm-distributed-finetune

Tune efficiently any LLM model from HuggingFace using distributed training (multiple GPU) and DeepSpeed. Uses Ray AIR to orchestrate the training on multiple AWS GPU instances

llm-prescreening

nlpreprocessing

A comprehensive NLP preprocessing package for clinical notes sentence boundary detection, tokenization

optimum-neuron

Easy, fast and very cheap training and inference on AWS Trainium and Inferentia chips.

phidata

Build AI Agents with memory, knowledge and tools.

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

unsloth

5X faster 60% less memory QLoRA finetuning