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Projects in Awesome Lists tagged with sp500-data-analysis
A curated list of projects in awesome lists tagged with sp500-data-analysis .
https://github.com/analitico-771/machine_learning_index_prediction
This application compares the performance of Unsupervised machine learning models and Supervised models. It downloads 3 yrs of market daily close data from all SP500 companies and divides them into Sectors to be used as features for learning and training the data, in order to predict wether the index will be a Buy or Sell the next day. The results are evaluated to determine each model's performance and the metrics are presented along with the analysis.
alpaca-trading-api data-science deep-learning fintech machine-learning neural-network pandas-dataframe python quantitative-finance random-forest-classifier scikit-learn sp500-data-analysis
Last synced: 09 Nov 2024
https://github.com/md-emon-hasan/5-eda-sp500-stock-ml-apps
A project featuring exploratory data analysis (EDA) and machine learning applications for S&P 500 stock data, utilizing Python and relevant libraries.
finance financial-analysis machine-learning sp500 sp500-data-analysis stock-price-prediction time-series-analysis
Last synced: 13 Jan 2025
https://github.com/sidmohan0/quant-train
Python Repository to ingest, feature engineer, train, backtest, and run a random forest model to predict the direction of the S&P500 at the start of the next day's trading session.
black-scholes ml options-pricing options-trading polygon quant quantitative-finance sp500 sp500-data-analysis
Last synced: 20 Nov 2024
https://github.com/kostadinlambov/bitcoin-and-stock-market-correlation
This study uses a quantitative research design to analyze the relationship between Bitcoin prices and the stock market over the past five years with the S&P 500 Index serving as a proxy for the stock market.
bitcoin data-science jupyter-notebook matplotlib matplotlib-pyplot numpy pandas python scipy-stats seaborn sp500-data-analysis
Last synced: 19 Dec 2024
https://github.com/jeus0522/5-eda-sp500-stock-ml-apps
About A project featuring exploratory data analysis (EDA) and machine learning applications for S&P 500 stock data, utilizing Python and relevant libraries.
finance financial- machine-learning sp500 sp500-data-analysis stock-price-prediction time-series-analysis
Last synced: 29 Nov 2024
