Shypd.aiThe largest open index of AI toolsdeep-learning-bitcoin is an open-source project that exploits Bitcoin price patterns using deep learning. It trains models on raw pixel data to predict price movements.
Trending
About
deep-learning-bitcoin is an open-source project designed to analyze and predict Bitcoin price patterns through deep learning. It employs a unique approach by training models on raw pixel data, mimicking how experienced human traders interpret price charts. The project provides functionalities to download Bitcoin tick data, convert it into 5-minute Open High Low Close (OHLC) representations, and train AI models like AlexNet. Initial results show a 70% accuracy in predicting upward or downward price movements on a dataset of 20,000 samples. The project aims to scale to larger datasets, integrate more complex convolutional neural networks like Google LeNet, and incorporate bar volumes for enhanced prediction accuracy.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
