Supervised ML - Simple KNN TA Strategy
Making a simple KNN model using technical analysis indicators as features to predict price directions.
Making a simple KNN model using technical analysis indicators as features to predict price directions.
A simple example of applying unsupervised learning to stock returns for clustering.
Create a nice-looking correlation heat map from crypto returns.
Calculate and visualize the rolling correlation of major metal commodities.
Get all time CPI and S&P prices to calculate and visualize CPI adjusted index.
Getting data from Fred using Pandas datareader with GDP example.
Calculate Kelly optimum leverages for a stock portfolio based on historical prices.
Get historical crypto currency historical data using Bşnance API with and without an API KEY.
Get historical crypto currency historical data using Binance API with and without an API KEY.
How to visualize all historical buy and sell points with matplotlib.
Divinde coins listed in Binance into different marketcap groupds and create equally weighted indexes and compare historical performances.
Get BIST30 stocks and calculate total market cap and visualize component's marketcaps for comparison.
Simple use cases of Financial Model Prep API, requires free key.
Scrape minimum equity requirements for opening a position in VIOP market from FinansInvest.
Using prepared list of all BIST stock list get any fundamental data from Yahoo.
Calculate two ETF's basic performance metrics for comparison.
Calculate stock beta with two different method.
Simple functions for EDA and comparison of stocks.
Calculate and visualize BIST index in USD from the begging of index.
Get major world indexes' component list from Wikipedia using only Pandas.
Using the world indexes list get historical data from Yahoo.
To get all stock's historical data use a simple scraping script and yfinance.
Applying a correction to significance test of optimized strategy backtest results to eliminate data mining bias.
Web source for official free all-time usd-try prices and how to simply visualize it.
Calculate simple kelly optimum leverage for a single stock based on historical prices.
Test cointegration of gold spot and gold miners with visualized price spread.
Get fundamental data using yahoo_fin library. A simple example.
Simple technical analysis backtesting methodology with Monte Carlo simulation and significance test.
Discover differences between percentage and log returns with small experiments.
Make different time series visualizations with historical prices.
Calculate optimumum portfolios and visualize the frontier with major coin price data.
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