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The project employs an automated time series forecasting approach using the autots library. This involves leveraging several machine learning algorithms internally to make predictions about future values based on historical data.
ChartScanAI is an advanced app for detecting patterns in stock and cryptocurrency charts using deep learning and YOLOv8. It automates chart pattern recognition, providing traders with a powerful tool for making informed decisions. Key features include real-time analysis, high accuracy for Buy/Sell signals, and support for various charts.
A candlestick chart (also called the Japanese candlestick chart) generated using Bokeh which is a data visualization library in Python that provides high-performance interactive charts and plots
This tool facilitates the seamless download and visualization of historical data for cryptocurrency pairs from the Binance exchange. Overcoming the 1500-bar limit per request, the tool allows users to efficiently download candlestick data for specified timeframes, ranging from days to years.
This project uses only 'matplotlib', 'numpy' and 'pandas' to make candle stick chart from scratch. There are many packages one could use to make a Candlestick Chart very quickly, however, the fun was in the challenge of making it for myself just using. Features a link to a yahoo finance csv file, ability to chose how many days prior to the most …
📈 Creates a detailed graph showing daily highest, lowest, opening and closing prices for any stocks on the market. Uses Bokeh and opens a html file with a fully interactive graph.