jvpoulos Goto Github PK

amnesty

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

attention-ocr

Character-Based Handwritten Text Transcription with Attention Networks

c-rnn-gan

Implementation of C-RNN-GAN.

causal-ml

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

cs289-project

Methods of handling missing data for predicting earnings in UCI Adult dataset using neural networks

diabetes_pred

dpsom

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

drnns-prediction

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

eicu_benchmark

eventstreamgpt

Dataset and modelling infrastructure for modelling "event streams": sequences of continuous time, multivariate events with complex internal dependencies.

ga-lottery

Replication code for "Land Lotteries, Long-term Wealth, and Political Selection"

gain

Generative Adversarial Imputation Networks (GAIN)

homesteads

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

jvpoulos.github.com

A Theme for GitHub Pages

keras-gan

Keras implementations of Generative Adversarial Networks.

keras_lstm_vae

Keras implementation of LSTM Variational Autoencoder

lassovar

Estimation and forecasting of VAR model with the Lasso

ltmle

Longitudinal Targeted Maximum Likelihood Estimation package

m5-methods

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

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"

neurips2019-traffic4cast

sample code for our traffic4cast NeurIPS 2019 competition

ok-lottery

Code and data for the paper "Gender gaps in wealth and entrepreneurship? Evidence from 1901 Oklahoma land lottery winners" https://arxiv.org/abs/2206.14922

opensecrets-api

R code for interacting with Opensecrets and Sunlight Foundation APIs

patt-c

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

retired-website

rgan

Recurrent GANS for generating synthetic time-series data

rnns-causal

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

rsolnp

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

rtdl-revisiting-models

(NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data