FiAi Personal Use - Windows App

FiAi Standalone Windows app is a financial forecasting artificial intelligence that uses advanced machine learning to forecast future prices. For personal use only. This version contains:

4 engineering steps:

Moving Average (MA): This is a commonly used feature in time series data which calculates the average of the data over a certain period of time.
Exponential Moving Average (EMA): This is similar to the moving average but gives more weight to recent data.

Moving Average Convergence Divergence (MACD): This is a trend-following momentum indicator that shows the relationship between two moving averages of a security’s price. The MACD is calculated by subtracting the 26-period Exponential Moving Average (EMA) from the 12-period EMA.

Relative Strength Index (RSI): This is a momentum indicator used in technical analysis that measures the magnitude of recent price changes to evaluate overbought or oversold conditions in the price of a stock or other asset.
Ai also uses: ‘Volume’, ‘Bollinger Bands’, ‘Stochastic Oscillator’, ‘Average True Range’, and ‘On Balance Volume’.

As for the models, the code uses an ensemble of 18 different models for prediction:

Linear Regression
Random Forest Regressor
Support Vector Regressor (SVR)
Decision Tree Regressor
Gradient Boosting Regressor
Lasso Regression
Ridge Regression
Elastic Net Regression
Lasso Lars Regression
K-Nearest Neighbors Regressor (KNN)
Gaussian Process Regressor
Multi-layer Perceptron Regressor (MLP)
AdaBoost Regressor
Stochastic Gradient Descent Regressor (SGD)
Passive Aggressive Regressor
RANSAC Regressor
TheilSen Regressor
Kernel Ridge Regression

These models are combined into a VotingRegressor for making the final predictions, which means that each model in the ensemble ‘votes’ for a prediction and the final prediction is decided based on these votes. This Ai is under active development & research and new features and optimisations will come soon.
Forecasting Financial prices is extremely complex and should not be done solely based on historical prices. Factors such as market trends, global economic indicators, and company financials should also be considered. Always consult with a financial advisor before making investment decisions. It is important to use FiAi responsibly and not rely on its predictions.

If you need support and software updates please purchase membership.
This is only only one time download.

If you need Macos version , or more powerfull models please help with donation for equipment by buying coffee with specific amount.