Pinned

1. ashrae_energy_forecast ashrae_energy_forecast Public

   Time series forecasting for energy consumption, ASHRAE dataset on Kaggle. Data wrangling and FE (Pandas), regression (RF, LightGBM, DNN).

   Jupyter Notebook

2. Guardian_news_classification Guardian_news_classification Public

   Trained a text classifier on a custom-built NLP dataset created by scraping news articles with the Guardian API. Deployed using Dash.

   Jupyter Notebook

3. Entity_Embeddings Entity_Embeddings Public

   Written a tutorial on learning Entity Embeddings for categorical variables with neural networks for use in tree-based algorithms.

   Jupyter Notebook

4. CIFAR10 CIFAR10 Public

   Test various custom-built models (logistic regression, MLP, CNN) written in PyTorch on CIFAR10.

   Jupyter Notebook