Project code for AI Programming with Python Nano-degree Program
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Updated
Oct 20, 2020 - Python
Project code for AI Programming with Python Nano-degree Program
House Price Predictor 🏡 "A machine learning model that predicts house prices based on square footage, number of bedrooms, and bathrooms using Linear Regression. The project includes data preprocessing, model evaluation, and visualization of actual vs. predicted prices."
`Spltr` is a simple PyTorch-based data loader and splitter. It may be used to load arrays and matrices or Pandas DataFrames and CSV files containing numerical data with subsequent split it into train, test (validation) subsets in the form of PyTorch DataLoader objects.
This program predicts stock patterns labels and classes based on available stock data. Years 1, 2, and 3 are training years and 4 and 5 are testing. This program also uses ensemble learning, W as a hyperparameter, and an oracle.
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