Open driscoll42 opened 3 years ago
Ways to predict future pricing:
LSTM in Tensorflow RNN ARIMA type of model are all linear model
https://docs.aws.amazon.com/sagemaker/latest/dg/deepar.html
Monte Carlo simulation
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
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