jvpoulos

amnesty

Replication code for "Amnesty Policy and Elite Persistence in the Postbellum South"

Attention-OCR

Character-Based Handwritten Text Transcription with Attention Networks

causal-ml

Must-read papers and resources related to causal inference and machine (deep) learning

drnns-prediction

Deep Recurrent Neural Networks (RNNs) for Time-Series Prediction

homesteads

Replication code for "State-Building through Public Land Disposal? An Application of Matrix Completion for Counterfactual Prediction"

MCPanel

Matrix Completion Methods for Causal Panel Data Models

multi-tmle

Code and simulated data accompanying the paper "Targeted learning in observational studies with multi-level treatments: An evaluation of antipsychotic drug treatment safety"

opensecrets-API

R code for interacting with Opensecrets and Sunlight Foundation APIs

rnns-causal

Replication code for "RNN-based counterfactual prediction, with an application to homestead policy and public schooling"

samsi-causalml

Causal Inference Working Group I: Machine Learning Methods for Causal Inference

jvpoulos/causal-ml

Must-read papers and resources related to causal inference and machine (deep) learning

jvpoulos/Attention-OCR

Character-Based Handwritten Text Transcription with Attention Networks

jvpoulos/MCPanel

Matrix Completion Methods for Causal Panel Data Models

jvpoulos/rnns-causal

Replication code for "RNN-based counterfactual prediction, with an application to homestead policy and public schooling"

jvpoulos/samsi-causalml

Causal Inference Working Group I: Machine Learning Methods for Causal Inference

jvpoulos/multi-tmle

Code and simulated data accompanying the paper "Targeted learning in observational studies with multi-level treatments: An evaluation of antipsychotic drug treatment safety"

jvpoulos/homesteads

Replication code for "State-Building through Public Land Disposal? An Application of Matrix Completion for Counterfactual Prediction"

jvpoulos/amnesty

Replication code for "Amnesty Policy and Elite Persistence in the Postbellum South"

jvpoulos/patt-c

Replication code for "Estimating population average treatment effects from experiments with noncompliance"

jvpoulos/RGAN

Recurrent GANS for generating synthetic time-series data

jvpoulos/diabetes_pred

Predictive modeling in Diabetes (work-in-progress)

jvpoulos/dpsom

Code associated with arXiv manuscript 'DPSOM: Deep Probabilistic Clustering with Self-Organizing Maps'

jvpoulos/eICU_Benchmark

jvpoulos/lassovar

Estimation and forecasting of VAR model with the Lasso

jvpoulos/multi-ltmle

Longitudinal TMLE (LTMLE) with multi-valued treatments

jvpoulos/NeurIPS2019-traffic4cast

sample code for our traffic4cast NeurIPS 2019 competition

jvpoulos/ok-lottery

Code and data for the paper "Gender gaps in wealth and entrepreneurship? Evidence from 1901 Oklahoma land lottery winners"

jvpoulos/GAIN

Generative Adversarial Imputation Networks (GAIN)

jvpoulos/HistAgent

jvpoulos/jvpoulos.github.com

A Theme for GitHub Pages

jvpoulos/lord_rust

Legend of the Red Dragon (Rust Edition)

jvpoulos/ltmle

Longitudinal Targeted Maximum Likelihood Estimation package

jvpoulos/M5-methods

Data, Benchmarks, and methods submitted to the M5 forecasting competition

jvpoulos/mle-bench

MLE-bench is a benchmark for measuring how well AI agents perform at machine learning engineering

jvpoulos/Rsolnp

:exclamation: This is a read-only mirror of the CRAN R package repository. Rsolnp — General Non-Linear Optimization

jvpoulos/rtdl-revisiting-models

(NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data

jvpoulos/sl3

💪 🤔 Modern Super Learning with Machine Learning Pipelines

jvpoulos/TabTransformer

Implementation of TabTransformer and FTTransformer, attention network for tabular data, in Pytorch

jvpoulos/terminal-bench

A benchmark for LLMs on complicated tasks in the terminal

jvpoulos/www_personal

Personal Webpage