Trademindx (TMX)

Trademindx is a machine learning platform for cryptocurrency trading which aims to facilitate day-to-day trading decisions through applied natural-language processing, sentiment analysis and machine training algorithms. Built as a micro-services based distributed architecture, its primarily function are to analyse large volumes of information and offer clear trading indicators to the client in real-time. The system combines natural-language processing, sentiment analysis and machine learning algorithms to classify large volumes of information into clear (buy, sell or hold) trading decisions in real-time. The default approach is applied using a maximum entropy algorithm with feedback, which applies a multinomial logistic regression model to categorise information and continually enhance accuracy. It are becoming developed especially for cryptocurrency applications you start with Bitcoin (BTC), Ethereum (ETH), Litecoin (LTC) and all sorts of other altcoins with a big market capitalisation (more that $100mm).