Projects with this topic
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Trading Bot – Algorithmic Crypto Trading with AI Integration
This project is a powerful algorithmic trading bot for cryptocurrency markets. It combines traditional technical analysis with modern machine learning to generate accurate and intelligent trading decisions.
Key Features:
Candlestick Pattern Detection: Identifies classic reversal patterns such as Hammer, Doji, Engulfing, Shooting Star, and complex formations like triangle patterns.
Technical Indicators: Includes standard indicators (RSI, MACD, Moving Averages, Bollinger Bands) and advanced tools like Ichimoku Clouds, SuperTrend, Fibonacci Retracements, and more.
Machine Learning Integration: Uses LSTM-based models for time-series forecasting and momentum strategies, combined with indicator signals through weighted evaluation.
Dynamic Signal Weighting: Customizable signal weighting for patterns, indicators, and ML predictions with automatic adjustments to market volatility.
Trade Execution Engine: Supports long/short positions with stop-loss, take-profit, and trailing stop features. Automatically includes fees and tax deductions in profit calculations.
Backtesting & Debugging: Simulates strategies on historical data with detailed equity/value curve visualization and comprehensive debug logs.
Robust Error Handling: Detects and logs data inconsistencies, index errors, and processing issues to ensure stability.
Modular architecture with key components such as TraderBot, SignalHandler, PatternManager, IndicatorManager, MLModelHandler, SequenceManager, DataAPI, and CryptoCurrency. Additional support provided by PatternCalculator, IndicatorCalculator, and DataProcessing.
Version: V1.3.0.0 | GUI: V1.0.0 Author: Marian Seeger – info@seegersoftwaredevelopment.de
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Home automation classes for optimizing heating and water circulation.
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MQTT daemon that sends your Hydro-Quebec account information to your MQTT server for consumption by Home-Assistant or other home automation platforms.
Docs: https://hydroqc.ca
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Juha's Ultimate Home Automation Masterpiece. Core classes.
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A general-purpose toolkit designed to simplify the development of modular, plugin-aware, multi-threaded, and object-oriented applications for both knowns and unknowns, literally and figuratively!
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Das Projekt PowerMeterMqtt ist eine ESP32-basierte Lösung zur Verarbeitung von OBIS-Daten von Stromzählern. Es ermöglicht das Auslesen, Verarbeiten und Übertragen der Daten über MQTT an Home Automation Plattformen wie Home Assistant. Eine benutzerfreundliche Weboberfläche bietet Konfigurationsmöglichkeiten für MQTT, OBIS-Codes und Debugging. Das Projekt unterstützt OTA-Updates, LittleFS für statische Dateien und Home Assistant Discovery für eine einfache Integration.
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Server Application of the FabAccess Project - an open source space access control sofware.
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Key platform data integrations repo
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A simple DIY air quality monitor built with a Raspberry Pi Pico which publishes its data via mqtt to home assistant.
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My standard template for a project using an ESP8266 and Thingsboard
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WiFi/BLE communication module (M&M WiFi/BLE Board)
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Oremi Ohunerin Listener bridges Oremi Ohunerin's real-time audio detection with MQTT, enabling seamless integration into home automation systems like Home Assistant.
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Docker stack for monitoring things (Grafana, InfluxDB, Nexus433, MQTT and stuff)
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Node managing the state of an ongoing game
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Package providing shared classes and definition related to MQTT
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