This is the homework repo for UCAS "机器学习导论" course

Quick start

Prerequisites

• Python >=3.12
• uv package manager

Setup Environment

1. Install uv (if not already installed):

   curl -LsSf https://astral.sh/uv/install.sh | sh

2. Clone and navigate to the repository:

   git clone <repository-url>
   cd MachineLearning

3. Create and activate virtual environment:

   uv venv
   source .venv/bin/activate  # On Windows: .venv\Scripts\activate

4. Install dependencies:

   uv sync

Running Exercises

Each exercise is stored in a seperate folder, with a main.py as entry point

To run any of these exercises, just activate the venv, cd into its dir and run main.py. For example:

source .venv/bin/activate
cd ex1-house-price-prediction
python main.py