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1. causal-machine-learning causal-machine-learning Public

   We implement the framework proposed in "Deep Learning for Individual Heterogeneity: An Automatic Inference Framework" by Max H. Farrell, Tengyuan Liang, and Sanjog Misra.

   Jupyter Notebook 1

2. quantile-dnn quantile-dnn Public

   I consider the use of deep neural networks for quantile regression. The proposed framework allows for semi- and nonparametric estimation of the conditional quantile function.

   Jupyter Notebook

3. typst-slides typst-slides Public

   Slides template for Typst

   Typst 2

4. pest-classification pest-classification Public

   Pest detection based on Mensah et al. (2023) CCMT dataset.

   Jupyter Notebook 1

5. qsm-chicago qsm-chicago Public

   This repo is intended to demonstrate the basics of conducting economics research with quantitative spatial models. I calibrate a simple quantitative spatial model of Chicago. I conduct some counter…

   Jupyter Notebook 1 2

6. xgram xgram Public

   Word generation from bigrams, trigrams, and tetragrams.

   Jupyter Notebook