Repository for collecting and categorizing papers outlined in our survey paper: "Large Language Models on Tabular Data -- A Survey".

Implementation of "RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation".

[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-Augmented Generation for AI-Generated Content: A Survey".

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama mode…

BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks

This repository contains the code used for DRG-LLaMA : Tuning LLaMA Model to Predict Diagnosis-related Group for Hospitalized Patients (https://arxiv.org/abs/2309.12625).

Finetune Llama 3.3, Mistral, Phi-4, Qwen 2.5 & Gemma LLMs 2-5x faster with 70% less memory

[NeurIPS 2023] The official repo for the paper: "Time Series as Images: Vision Transformer for Irregularly Sampled Time Series"."

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

[ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.

Repository for the journal article, 'FedSepsis: A Federated Multi-Modal Deep Learning-Based Internet of Medical Things Application for Early Detection of Sepsis from Electronic Health Records Using…

A Deep Learning Python Toolkit for Healthcare Applications.

Baseline to compare the performance of different models with sepsis data from MIMIC-III database

MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III

A customizable pipeline for data extraction from MIMIC-IV.

A benchmark for few-shot evaluation of foundation models for electronic health records (EHRs)

FEMR (Framework for Electronic Medical Records) provides tooling for large-scale, self-supervised learning using electronic health records

The machine learning toolkit for time series analysis in Python

Evaluation of the Sepsis-3 guidelines in MIMIC-III

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

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

Sample code from the Neural Networks from Scratch book.

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Coreference Resolution

BARTScore: Evaluating Generated Text as Text Generation

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

Codebase for the Summary Loop paper at ACL2020

Neural CRF Model for Sentence Alignment in Text Simplification