csetraynor

amazon-sagemaker-script-mode

Amazon SageMaker Script Mode examples

autoimpute

Python package for Imputation Methods

AutoPrognosis

Codebase for "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", ICML 2018.

awesome-ros2

The Robot Operating System Version 2.0 is awesome!

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

cibookex-r

Causal Inference: What If. R and Stata code for Exercises

class

PharmTeX class definition files

GAIN

Codebase for Generative Adversarial Imputation Networks (GAIN) - ICML 2018

gallery

GPBoost

Combining tree-boosting with Gaussian process and mixed effects models

gtsummary

Presentation-Ready Data Summary and Analytic Result Tables

guanyar

The Repository contains "guanyar" a Deep Recurrent Generative Adversarial Network for time-series generation presented at the hide-and-seek challenge by the AZ Warwick Juga team.

hoggorm

Explorative multivariate statistics in Python

IBC

Automation of Interactive Brokers TWS. You can download the latest release here: https://github.com/ibcalpha/ibc/releases/latest

laplace_manuscript

Computer code used for the paper on HMC and the embedded Laplace approximation.

miceforest

Multiple Imputation with Random Forests in Python

missMDA

models

Models and examples built with TensorFlow

nalp

🗣️ NALP is a library that covers Natural Adversarial Language Processing.

neural-oblivious-decision-ensembles

tensorflow implementation of Neural Oblivious Decision Ensembles

pennylane

PennyLane is a cross-platform Python library for differentiable programming of quantum computers. Train a quantum computer the same way as a neural network.

personalized

Methods for subgroup identification / personalized medicine / individualized treatment rules

shap

A game theoretic approach to explain the output of any machine learning model.

snakemake

This is the development home of the workflow management system Snakemake. For general information, see

tf-TabNet

A Tensorflow 2.0 implementation of TabNet.

thesisdown

An updated R Markdown thesis template using the bookdown package

thetagang

ThetaGang is an IBKR bot for collecting money

Time-Series-Deconfounder

Code for ICML 2020 paper: "Time Series Deconfounder: Estimating Treatment Effects over Time in the Presence of Hidden Confounders" by I. Bica, A. M. Alaa, M. van der Schaar

trialr

Clinical Trial Designs in R & RStan

website

Repo for the r-miss-tastic website