Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek, Qwen, Llama, Gemma, TTS 2x faster with 70% less VRAM.

Schema definitions and Python types for Medical Event Data Standard, a standard for medical event data such as EHR and claims data

resources for learning bioinformatics

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.

A growing collection of bioinformatics tutorials, project guides, tools, and articles I’ve developed to make bioinformatics more accessible.

Text and supporting code for Modeling and Simulation in Python

Optimized Ollama LLM server configuration for Mac Studio and other Apple Silicon Macs. Headless setup with automatic startup, resource optimization, and remote management via SSH.

Docs & cook books for fine-tuning smaller models with the Hugging Face library

LLM101n: Let's build a Storyteller

Documentation and tutorials on using AWS for biomedical research

Collection of cloud-based biomedical data science learning modules funded by the National Institute of General Medical Sciences at the NIH

Friends don't let friends make certain types of data visualization - What are they and why are they bad.

Master programming by recreating your favorite technologies from scratch.

fairness-oriented multi-objective optimization

Advanced Python Mastery (course by @dabeaz)

Interact with your documents using the power of GPT, 100% privately, no data leaks

Equitable Allocation of Healthcare Resources with Fair Survival Models

SAS / Python / Bash tools created by Clinical Epi Program - WRJ VA Medical Center

The simplest way to run LLaMA on your local machine

For calculating global feature importance using Shapley values.

It's a Machine and Natural

The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to some target population of interest.

Tutorials for the 2019 Aarhus Datathon

AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916

Python based GBDT implementation on GPU. Efficient multioutput (multiclass/multilabel/multitask) training

my exploration of the mimic databases

SQL code to generate LocalPatientData.csv and SharedAggregateData.csv files

OpenDS4All project, hosted by LF AI & Data