Lei-Duan

Pinned Repositories

• advent_of_code

  this is a repo for storing my solutions to advent_of_code coding challenges

  Language:Python00

• machine-learning-for-trading

  Code and resources for Machine Learning for Algorithmic Trading, 2nd edition.

  Language:Jupyter Notebook00

• DeepLearning

  深度学习入门教程&&优秀文章&&Deep Learning Tutorial

  Language:Jupyter Notebook00

• NLP-analysis-on-Billboard-Hot100-lyrics-and-classification

  NLP analytics on billboard music lyrics

  Language:R00

• Shiny-dashboard-H1b-data-visualization

  source:kaggle

  Language:R00

• ML-classification-healthcare-data-competition

  This is a health care data competition using Machine learning model to predict impatient rate.

  Language:R00

• ML-materials

  10

• Report-Resturant-Location-Prediction

  This a coding script & report using Stepwise regression model to predict for a restaurant location choice based on both model performance and economical meaning behind parameters.

  11

• Time-series-Models-selection-stock-return-prediction

  This is a model selection coding script for predicting time series covering comparison between Lasso, PM and kitchen sink model as well as based on both MSE and economic loss function. The data is downloaded from Amit Goyal’s web site and is an extended version of the data used by Goyal and Welch (Review of Financial Studies, 2008). It contains monthly information on US stock returns as well as on a range of predictor variables proposed in the literature.

  Language:R12

Lei-Duan's Repositories