kpjwong Goto Github PK

airbnb-dynamic-pricing-optimization

[BA project] Dynamic Pricing Optimization for Airbnb listing to optimize yearly profit for host. Use Clustering for competitive analysis, kNN regression for demand forecasting, and find dynamic optimal price with Optimization model.

best_ai_papers_2021

A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code. [work in progress]

bsts

:exclamation: This is a read-only mirror of the CRAN R package repository. bsts — Bayesian Structural Time Series

cs224w-colab

Solutions for CS224W Winter 2021 Colab

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

dynamic-pricing

ipymd

Use the IPython notebook as an interactive Markdown editor

isye-6501

jgm

julia-driver-learning

Q Learning implementation in Julia

kerast

libary-catalogue-search

Selenium Scraping of GU Library Catalogue

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

machine-learning-for-trading

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

machinelearning_zhouzhihua_problemsets

Exercises answers to the book "machine-learning" written by Zhou Zhihua。周志华《机器学习》课后习题，个人解答。各算法都拿numpy和pandas实现了一遍

ml4t

nyc-metro

Data collection and cleaning for NYC Metro data used in demand estimation

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

python-algorithmic-trading-cookbook

Python Algorithmic Trading Cookbook, published by Packt

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

simdkalman

Python Kalman filters vectorized as Single Instruction, Multiple Data

taxi

Data cleaning, parsing and estimation codes for taxicab model