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M
MunTah
Learning. Building. Improving. Python • Machine Learning • Artificial Intelligence Turning ideas into code, one project at a time.
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代表作品 / 项目
- office-automation-⭐ 0Python scripts for automating PDF, Word documents, and web scraping tasks.
- scikit-learn-ml-exam⭐ 0A collection of machine learning mini-projects built with scikit-learn and Python. Covers classification (Titanic survival, heart disease prediction), regression (salary, Boston housing, advertising), and data visualization. Includes preprocessing, model training, evaluation, and plotting.
- python-games⭐ 0A collection of Python games developed using Pygame and Pygame Zero. Includes a Neon Defender space shooter, a catch-and-dodge minigame, a Minesweeper clone, and a Flappy Bird-style game. Built across multiple assignments as part of game development practice.
- pytorch-deep-learning⭐ 0PyTorch implementations of core deep learning concepts including linear regression, logistic regression, and neural network classifiers. Each script is well-commented and structured for learning purposes, covering forward pass, loss functions, and backpropagation.
- cifar-pytorch-loader⭐ 0A PyTorch-based data loading pipeline for the CIFAR-10 image classification dataset. Includes dataset downloading, normalization, batching, and DataLoader configuration. Built as a foundational computer vision exercise.