{"repo":"frostyalce000/AI-Trading-Bot-From-Data-to-Money","free":true,"listed":false,"github":"https://github.com/frostyalce000/AI-Trading-Bot-From-Data-to-Money","clone":"git clone https://github.com/frostyalce000/AI-Trading-Bot-From-Data-to-Money.git","description":"An automated crypto trading system designed to operate on the Bitget exchange. It fetches real-time market data, applies predictive analytics using a pretrained neural forecast model, and executes buy/sell or exit strategies based on intelligent signal generation.","language":null,"stars":10,"topics":["aitrading","crypto","cryptocurrency","forecasting","forecasting-models","machine-learning","numpy","pymongo","python","timeseries-forecasting"],"license":null,"category":"trading","readme_excerpt":"AI-Powered Crypto Trading Bot Data To Money Metric Value ------------------- ----------- initial balance 10000.0000 final balance 13509.9919 total return pct 35.0999 total trades 519.0000 win rate 0.6859 avg profit 6.7630 max drawdown -28.7804 Period 1 month Video Data To Money Documentation Overview This bot is an automated cryptocurrency trading system designed to operate on the Bitget exchange . It fetches real-time market data, applies predictive analytics using a pretrained neural forecast model , and executes buy/sell or exit strategies based on intelligent signal generation. It uses MongoDB to store historical data, allowing for real-time inference, tracking, and decision-making. It also includes performance tracking and data export functionalities. --- Features - ✅ Real-time candle fetching from Bitget. - ✅ Uses a neural forecasting model ( TimeMixer ) for price prediction. - ✅ Intelligent signal generation based on historical + forecast analysis. - ✅ Automatic TP/SL management for risk control. - ✅ Supports both scalping and swing trading. - ✅ Trade logging and performance metric reporting. - ✅ Sends webhook alerts (optional) for executed trades. - ✅ CLI command ( \"hey bot\" ) to export current performance snapshot. --- Architecture 1. Market Data Handling - Source : Bitget's spot market endpoint ( /api/v2/spot/market/history-candles ). - Granularity : ?min intervals. - Stored in : MongoDB collection (default: bitget10K.ETHUSDT ??MA timeseries ). - History Window : ??","default_branch":null,"files":null,"tree":[],"storefront":"/r/frostyalce000","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/frostyalce000/AI-Trading-Bot-From-Data-to-Money/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}