Add in some sort of future price prediction

[driscoll42]

No description provided.

[driscoll42]

Some resources to investigate:

https://www.researchgate.net/publication/228636045_Forecasting_ebay's_online_auction_prices_using_functional_data_analysis

file:///C:/Users/mdriscoll6/Downloads/264-3915-1-PB.pdf

http://cs229.stanford.edu/proj2013/dnicholson_rparanjpe_finalpaper_references_corrected.pdf

http://jaygrossman.com/post/2013/06/10/Predicting-eBay-Auction-Sales-with-Machine-Learning.aspx

https://github.com/timotheus/ebaysdk-python

https://github.com/NathanZorndorf/ebay-price-predictor

https://www.galitshmueli.com/system/files/IOS-BookChapter-Jank%20%26%20Shmueli.pdf

http://devingaffney.com/predicting-car-auction-prices-with-machine-learning/

https://www3.cs.stonybrook.edu/~skiena/591/final_projects/art_acution/Team4_Final_Report.pdf

[driscoll42]

Ways to predict future pricing:

1. Simple Moving Averages (SMA)
2. Weighted Moving Averages (WMA)
3. Exponential Moving Averages (EMA)
4. Moving Average Convergence Divergence (MACD)
5. Bollinger Bands

LSTM in Tensorflow
RNN
ARIMA type of model are all linear model

https://towardsdatascience.com/introduction-to-technical-indicators-and-its-implementation-using-python-155ae0fb51c9

https://docs.aws.amazon.com/sagemaker/latest/dg/deepar.html

Monte Carlo simulation

[driscoll42]

Other GitHub repots along these lines:

https://github.com/NathanZorndorf/ebay-price-predictor

Clustering:
https://github.com/elelias/ebay
https://github.com/pss2138/django_ebay_scrapy
https://github.com/rxng8/EbayMLChallenge
https://github.com/ColinWan/eBay_ML_Challange_2020
https://github.com/rickysu-git/ebayML
https://github.com/ryanchesler/EbayML
https://github.com/rxng8/EbayMLChallenge
https://github.com/rahuang/EbayMLProject
https://github.com/siavashhiro/ebay
https://github.com/ryanchesler/Ebay-ML
https://github.com/anubhav582/eBay_ML
https://github.com/AnteDu/ebay-auction-ML
https://github.com/GeorgeChristopherLopez/ebay-ML-challenge
https://github.com/MaxResnick/EBAY_ML_challenge_2020-21
https://github.com/jordanyuchenliu/Stacking-Ensemble-Machine-Learning
https://github.com/bafonso/price-my-bike
https://github.com/RezMiah/ML-model-Weka-SVM
https://github.com/himanshukhasdev/Used-car-price-prediction-using-ML
https://github.com/yusufSLCN/Second-Hand_Car_Price_Predictors
https://github.com/rwk506/eBay_relevance
https://github.com/ColinWan/eBay_ML_Challange_2020
https://github.com/rahuang/EbayMLProject
https://github.com/esnue/dataquest-ebayCarSales

https://github.com/andreashen/EbayAnalysis

https://github.com/hongkai-yu/eBay
Arbitrage: https://github.com/theriley106/Intro_To_Webscraping
https://github.com/tawhidkhn63/Ebay-Dropshipping-Seller-Scraper

https://github.com/red574890/ML-ebay

https://github.com/jwear/price-tracking-watchlist

https://github.com/randomecho/trending-on-the-bay

https://github.com/citojaya/ebay

https://github.com/gramster/pythonbootcamp
https://github.com/mattwg/data-science-for-search