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predict-stocks-django-server-ai icon predict-stocks-django-server-ai

An AI that predicts stock trends integrated into a server made with Django. Uses LSTM and takes volume and price trends into account to make predictions upto 50 days into the future. Made for ICS4U.

predicting-equity-prices icon predicting-equity-prices

In theory, the intrinsic value of a stock is defined as the stream of free cash flows to equity (i.e., cash flows attributable to stockholders, after bondholders and preferred stockholders) discounted to the present. Given the sheer difficulty in determining the discount rate, stability of future cash flows, and the future values of cash flows themselves, we aim instead to apply an ensemble supervised learning model (specifically a random forest w/ mutually-exclusive sets of investment ratios) to provide a more holistic view of an equity asset's underlying value. This project is a work in progress.

prefect icon prefect

The easiest way to automate your data

presso icon presso

Event-driven backtest/realtime quantitative trading system.

price-momentum-backtesting icon price-momentum-backtesting

This project uses Stock-Price-Trade-Analyzer to back-test the permformance of an investment strategy of picking only the top 9 performing stocks from the S&P 500 over a period of 35 years to answer the question "How well does past performance predict future returns?"

price-prediction icon price-prediction

Prophet Based Stock Prediction Scripts and Outputs results to github pages

price-volume-matching-trading-algo icon price-volume-matching-trading-algo

This project implements machine learning algorithm to predict stock index futures price by matching recent futures price and volume with similar historical data trend on Python

priceactionscore icon priceactionscore

A US equities price action model that incorporates 7 technical indicators to arrive at an overall score between -6 to +7

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