Python package implementing modern DiD estimators with diagnostic tools and sensitivity analysis.

Python package for approximate Pareto smoothed importance sampling leave-one-out cross-validation (PSIS-LOO-CV).

Python package for penalized sieve estimation in tensor product spaces for non-parametric regression and classification estimation.

Notes for modern difference-in-differences.

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Probablistic transformer model for deep time series forecasting with RoPE memory attention

Modified Swin Transformer model in PyTorch on CIFAR-10 for image classification

BERT style transformer model on CMS synthetic EHR data for diagnosis and procedure prediction in PyTorch

A scikit-learn compatible Python package for data-driven group regularized ridge regression

Finetuning Starcoder2-3B for Code Completion on a single A100 GPU

Implementing Bayesian neural networks to close the amortization gap in VAEs in PyTorch

A website to provide in-depth project implementations with code

A personal website to showcase machine learning projects and tutorials

Fine-tuning coding LLM OpenCodeInterpreter-DS-6.7B for Text-to-SQL Code Generation on a Single A100 GPU in PyTorch

Implementing a vision transformer model in PyTorch on CIFAR-10