Stock-Price-Trade-Analyzer
Unverified ML strategy on Indices by TimRivoli. BotFinder score 18 out of 100.
This is a Python 3 project for analyzing stock prices and methods of stock trading. It uses native Python tools and Google TensorFlow machine learning.
Source: github
BotFinder analysis pending.
Stock-Price-Trade-Analyzer
Stock Price Trade Analyzer A Python 3 toolkit for downloading, analyzing, and backtesting stock trading strategies, with optional deep-learning price prediction via TensorFlow/Keras. --- Overview This project gives you two tightly integrated modules: - PriceTradeAnalyzer — historical price retrieval, technical analysis, and trading strategy backtesting - SeriesPrediction — neural-network price forecasting (LSTM, CNN, GRU, BiLSTM, and more) Whether you want to explore classical technical indicators, stress-test a trading strategy against decades of historical data, or experiment with deep learning for price prediction, this library provides a self-contained Python environment to do it. --- Modules PriceTradeAnalyzer PricingData Given a stock ticker symbol, PricingData fetches historical OHLCV data (via the Yahoo Finance library), caches it to CSV, and loads it into a Pandas DataFrame. Key methods: | Method | Description | |---|---| | TrimToDateRange | Slice data to a specific start/end date | | ConvertToPercentages | Express prices as percentage changes | | NormalizePrices | Normalize
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Alerts on changes: coming soon
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Open-source maintainer on GitHub.
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