ck37
Psychiatry faculty; biostatistics PhD. {Targeted, deep, machine} learning, NLP, IRT, computer vision, exposure mixtures, EHRs.
Harvard Medical School, Mass General HospitalBoston, MA
ck37's Stars
nomic-ai/gpt4all
GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.
Mintplex-Labs/anything-llm
The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, and more.
roboflow/supervision
We write your reusable computer vision tools. 💜
Delgan/loguru
Python logging made (stupidly) simple
BradyFU/Awesome-Multimodal-Large-Language-Models
:sparkles::sparkles:Latest Advances on Multimodal Large Language Models
ydataai/ydata-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
openai/tiktoken
tiktoken is a fast BPE tokeniser for use with OpenAI's models.
NirDiamant/RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.
huggingface/autotrain-advanced
🤗 AutoTrain Advanced
mljar/mljar-supervised
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
decodingml/llm-twin-course
🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴
ddsjoberg/gtsummary
Presentation-Ready Data Summary and Analytic Result Tables
vincentarelbundock/tinytable
Simple and Customizable Tables in `R`
apple/ml-calibration
relplot: Utilities for measuring calibration and plotting reliability diagrams
wenjie1991/ggfigdone
Manage & Modify {ggplot2} Figures Using {ggfigdone}
wlandau/posit2024
posit::conf(2024) presentation about {mirai} and {crew}
masurp/ggmirt
Extension of the R package "mirt" for publication-ready IRT figures.
seonhee99/EHR-SeqSQL
Official repository of "EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records" (ACL 2024 Findings)
StephanSeifert/SurrogateMinimalDepth
This package is archived and further developed under the name RFSurrogates. In this R-package functions are provided to select important variables and to investigate variable relations using surrogate variables.
nt-williams/crumble
General targeted machine learning for modern causal mediation analysis
PheWAS/PhecodeX
annaguo-bios/flexCausal
flexCausal is a flexible and robust tool for estimating causal effects via double de-biased ML using observational data, where the relationships between observed and unmeasured variables can be specified via DAGs with hidden variables. The package implements one-step corrected plug-in and TMLE estimators.
ClalitResearchInstitute/fairness
dutchhansen/multicalibration
A benchmark repository for studying multicalibration post-processing algorithms.
ericzhao28/multicalibration
bbj-lab/PD_Progression
chutongyang98/Testing-Calibration-in-Nearly-Linear-Time
CI-NYC/odtr
Optimal Dynamic Treatment Rule (ODTR) for Multiple Timepoints
jmendelson256/samplingNR
R package for stratified sample allocation under anticipated nonresponse
raziehna/multidimensional-treatments
This repository contains the code for this paper: https://arxiv.org/abs/1710.06727