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
hiyouga/LLaMA-Factory
Unified Efficient Fine-Tuning of 100+ LLMs (ACL 2024)
pola-rs/polars
Dataframes powered by a multithreaded, vectorized query engine, written in Rust
duckdb/duckdb
DuckDB is an analytical in-process SQL database management system
spotDL/spotify-downloader
Download your Spotify playlists and songs along with album art and metadata (from YouTube if a match is found).
marimo-team/marimo
A reactive notebook for Python — run reproducible experiments, execute as a script, deploy as an app, and version with git.
ipyflow/ipyflow
A reactive Python kernel for Jupyter notebooks.
pola-rs/r-polars
Polars R binding
h2oai/db-benchmark
reproducible benchmark of database-like ops
tidyverse/duckplyr
A drop-in replacement for dplyr, powered by DuckDB for performance.
open-mmlab/mmeval
A unified evaluation library for multiple machine learning libraries
eddelbuettel/mkl4deb
Adding the Intel MKL to a Debian / Ubuntu system via one simple script
etiennebacher/tidypolars
Get the power of polars with the syntax of the tidyverse
Transconnectome/SwiFT
Official repo for SwiFT: Swin 4D fMRI Transformer
OxCGRT/covid-policy-dataset
Systematic dataset of Covid-19 policy, from Oxford University
Causal-LDA/TrialEmulation
DHLab-TSENG/lab
An R package for generating analysis-ready data from laboratory records
alexisph/high_performance_r
Instructions and benchmarks for high-performance computing in R
all-of-us/ukb-cross-analysis-demo-project
Workbench demo project: cross-analysis of AoU and UKB.
Larsvanderlaan/hte3
Causal machine learning pipeline using tlverse/sl3
mmcdermott/AUC_is_all_you_need
Analyzing different ML model comparison metrics
broadinstitute/jedi-public
Python-based repository for ingesting and manipulating electronic health record data
Larsvanderlaan/SelfCalibratingConformal
An implementation of Self-Calibrating Conformal Prediction, accepted to Neurips 2024. SC-CP combines Venn-Abers calibration and conformal prediction to deliver calibrated point predictions alongside prediction intervals with finite-sample validity conditional on these predictions.
glenmcgee/BMIM
Bayesian Multiple Index Models for Environmental Mixtures
gscollins1973/validationCRASH
R code to reproduce Figures and Tables for the paper 'Evaluation of clinical prediction models: Part 1 – from development to external validation'
joamats/mit-tmle-sepsis
e-pet/risk-score-fairness
Code related to FAccT '23 paper "On (assessing) the fairness of risk score models"
nt-williams/doesNPMatter
Simulations for "Does Nonparametric Matter?" paper. :computer:
ryanoisin/TimescaleSuicidalThinking
Code repository for the paper "Locating the Timescale of Suicidal Thinking" Coppersmith, Ryan et al.
tanviaanand/Vape-Detection
Made as a part of the Computational Media Lab
CDNMBioinformatics/RPDR