We are considering ways in which we might offer AI powered algorithms to trade on our simulated exchange here at ChartObserver. This research is ongoing, and currently explores three different opportunities. These include:
- Using paper-trading to evaluate AI powered technical indicators currently available on Tradingview
- Exporting historical Tradingview data to perform Machine Learning on popular technical indicators, possibly with the help of TrendSpider
- Developing our own AI agent in Python with Tensorflow and Scikit Learn, which would be integrated into ChartObserver
But for now, we are just sharing the 3rd-party resources that are helping to inform our research into this project. We are adding a standardized summary of each platform as it’s own blog page. The format will address three topics: features and benefits, how it helps you trade more effectively, and will it help in building an AI Strategy.
The blog category is Directory
TrendSpider
TrendSpider is an all-in-one market research and trading software platform designed to streamline and enhance the trading workflow for both stock and crypto traders.
LuxAlgo
LuxAlgo is the world’s largest provider of trading indicators, offering both free and premium options with hundreds of trading indicators published across 5+ charting platforms.
Intrinio
Intrinio is a leading financial data technology company that provides high-quality market data, fundamentals, and analytics solutions for traders, developers, and financial institutions
BackTrader
Backtrader is a feature-rich, open-source Python framework specifically designed for backtesting and algorithmic trading
Zipline
Zipline is a Pythonic event-driven algorithmic trading library that serves as a powerful backtesting system
StrategyQuant
StrategyQuant X is a powerful algorithmic trading platform that uses genetic programming and machine learning to automatically generate trading strategies without requiring programming knowledge
PyBroker
PyBroker is a free, open-source Python framework specifically designed for developing algorithmic trading strategies with a strong emphasis on machine learning integration
BuildAlpha
BuildAlpha offers a no-code algorithmic trading platform that uses genetic programming to automatically discover trading strategies. The software can create hundreds of algorithmic trading strategies at the click of a button, requiring no programming knowledge from users.
QuantConnect
QuantConnect is an open-source, cloud-based algorithmic trading platform that serves over 300,000 quants from more than 170 countries. The platform is powered by the LEAN algorithmic trading engine, which processes over 15,000 backtests daily.
TwelveData
Twelve Data is a comprehensive financial data platform that provides institutional-grade market data through a unified API infrastructure. The platform covers nearly one million instruments across multiple asset classes.
AlgoSeek
AlgoSeek is a leading historical intraday market data provider offering institutional-grade data products across multiple asset classes. The platform provides comprehensive coverage including equities, ETFs, futures, options, forex, and cryptocurrencies.
Finnhub
Finnhub is a comprehensive financial data platform that provides institutional-grade market data through user-friendly APIs. The platform offers extensive coverage across multiple asset classes.
Alpha Vantage
Alpha Vantage is a financial data API provider that offers comprehensive market data services for developers, traders, and financial institutions.
Polygon.io
Polygon.io is a comprehensive financial data infrastructure provider that offers real-time and historical market data through standardized APIs. The platform provides extensive coverage across multiple asset classes.