chepyle

LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

promptbase

All things prompt engineering

pml-book

"Probabilistic Machine Learning" - a book series by Kevin Murphy

paper-qa

LLM Chain for answering questions from documents with citations

albert

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

openfl

An open framework for Federated Learning.

patents-public-data

Patent analysis using the Google Patents Public Datasets on BigQuery

codalab-competitions

CodaLab Competitions

chat-twitter

croissant

Croissant is a high-level format for machine learning datasets that brings together four rich layers.

autoresearcher

⚡ Automating scientific workflows with AI ⚡

aisys-building-blocks

Building blocks for foundation models.

chat2plot

chat to visualization with LLM

grand-challenge.org

A platform for end-to-end development of machine learning solutions in biomedical imaging

GaNDLF

A generalizable application framework for segmentation, regression, and classification using PyTorch

medperf

An open benchmarking platform for medical artificial intelligence using Federated Evaluation.

ProbabilisticCircuits.jl

Probabilistic Circuits from the Juice library

vistext

VisText is a benchmark dataset for semantically rich chart captioning.

synapsePythonClient

Programmatic interface to Synapse services for Python

software-mentions

codabench

Codabench is a flexible, easy-to-use and reproducible benchmarking platform. Check our paper at Patterns Cell Press https://hubs.li/Q01fwRWB0

dreamtools

Code sharing related to DREAM challenges

sage-monorepo

Where OpenChallenges, Schematic, and other Sage open source apps are built

Datagnosis

A Data-Centric library providing a unified interface for state-of-the-art methods for hardness characterisation of data points.

b2aiprep

ThresholdoutAUC

interpretable-cgm-representations

Code for "Interpretable Mechanistic Representations for Meal-level Glycemic Control in the Wild" (ML4H 2023; selected for lightning talk)

bridge2ai-jupyter

Docker Image for JupyterHub with restricted download and tensorflow/pytorch

cnb-tools

Convenience tools/functions for challenges and benchmarking on Synapse.org

Enclave-Challenge-Toolkit

A suite of tools to manage challenges that are run external to Synapse but still use some of the Synapse functionality.