surpriver
Unverified ML strategy on Indices by tradytics. BotFinder score 18 out of 100.
Find big moving stocks before they move using machine learning and anomaly detection
Source: github
BotFinder analysis pending.
surpriver
Surpriver - Find High Moving Stocks before they Move Find high moving stocks before they move using anomaly detection and machine learning. Surpriver uses machine learning to look at volume + price action and infer unusual patterns which can result in big moves in stocks. Files Description | Path | Description | :--- | :---------- | surpriver | Main folder. | └ dictionaries | Folder to save data dictionaries for later use. | └ figures | Figures for this github repositories. | └ stocks | List of all the stocks that you want to analyze. | dataloader.py | Module for loading data from yahoo finance. | detectionengine.py | Main module for running anomaly detection on data and finding stocks with most unusual price and volume patterns. | featuregenerator.py | Generates price and volume return features as well as plenty of technical indicators. Usage Packages You will need to install the following package to train and test the models. - Scikit-learn - Numpy - Tqdm - Yfinance - Pandas - Scipy - Ta You can install all packages using the following command. P
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