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18s191

Course 18.S191 at MIT, Spring 2021 - Introduction to computational thinking with Julia:

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

alacarte

blpdemand.jl

census

China county-level population data (census)

ds-wgan

Design of Simulations using WGAN

economictracker

Download data from the Opportunity Insights Economic Tracker — https://tracktherecovery.org/

embeddingdynamicstereotypes

figures

To organize templates for figures using ggplot, so that I don't need to redesign a graph or to search for my old codes.

fine-tuning-bert

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hate-speech-detection-on-twitter-data

Several experiments were performed to detect hate speech by first categorizing which words fall under the category of hate/offensive words and then use deep learning and other machine learning techniques to learn abstract feature representations from input data and see how well the model performs on Twitter dataset.

honestdid

Robust inference in difference-in-differences and event study designs

jobmarket

mec_optim_2021-01

‘math+econ+code’ lectures on optimal transport and economic applications, January 2021

offshoreleaks-data-packages

Tools to produce and share the downloadable Neo4j packages and guides

parallel_computing

pytorch-tutorial

Build your neural network easy and fast, 莫烦Python中文教学

r-econ-visual-library

This is a repository maintained by DIME Analytics and containing example graphs on how to create graphs for data analysis of Impact Evaluations using R.

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

ros-examples

Regression and other stories R examples

shopper-src

Code for Shopper, a probabilistic model of shopping baskets

smm.jl

Simulated Method of Moments for Julia

workingpapertemplate

WorkingPaperTemplate is a LaTeX template for working papers and presentations.