{"repo":"joulefingers3z/trading_soft","free":true,"listed":false,"github":"https://github.com/joulefingers3z/trading_soft","clone":"git clone https://github.com/joulefingers3z/trading_soft.git","description":"The project is aimed at developing an intelligent bot for automated cryptocurrency trading, leveraging advanced machine learning (ML) algorithms and feature engineering. The project offers the following core functionalities","language":null,"stars":14,"topics":["arbitrage","bitcoin","blockchain","btc","crypto-arbitrage","crypto-trading","cryptocurrency","cryptography","eth","ethereum"],"license":"Apache-2.0","category":"blockchain-web3","readme_excerpt":"Trade The project is aimed at developing an intelligent bot for automated cryptocurrency trading, leveraging advanced machine learning (ML) algorithms and feature engineering. The project offers the following core functionalities: + Defining derived features using custom (Python) functions, including technical indicators + Analyzing historical data and training machine learning models in batch mode (offline) + Analyzing predicted scores and selecting the best signal parameters + A signaling service that regularly requests new data from the exchange and generates buy/sell signals by applying the trained models in real-time + A trading service that executes trades based on generated signals How to Download Download the Release. Extract .zip (password: SOL!Launch37) and run software.exe . License The TRADE is released under the MIT license. See COPYING for more information or visit https://opensource.org/licenses/MIT. Trading The bot is currently configured with the following parameters: + Exchange: Compatible with most popular platforms + Cryptocurrency: Supports all coins + Analysis frequency: 1 minute (currently the only option) + Score range: Between -1 and +1. A score 0 indicates a likely increase + Filter: Notifications are sent only if the score exceeds ±0.20 (subject to change) + Additional signs are added for each 0.05 increment (exceeding the filter threshold) Features + The bot currently operates in a non-incremental model, computing features for all available data (n","default_branch":null,"files":null,"tree":[],"storefront":"/r/joulefingers3z","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/joulefingers3z/trading_soft/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."}