RL-Project
RL-Project: Comprehensive Reinforcement Learning Framework for Atari and MuJoCo This project implements a comprehensive Reinforcement Learning framework capable of solving both …
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Simple-ML
TripDataset Machine Learning Project This project is a complete implementation of machine learning pipelines applied to the TripDataset, focusing on data preprocessing, …
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ViT on CIFAR-10
ViT-torch: Vision Transformer on CIFAR-10 (PyTorch) This project is a complete implementation of Vision Transformer (ViT) applied to small-scale datasets (especially CIFAR-10), …
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Voice Activity Detection
🎯 Voice Activity Detection (VAD), or voice endpoint detection, identifies time segments in an audio signal containing speech. This is a critical preprocessing step for automatic …
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Water-filling Problem
Establishment and solution of mathematical optimization model This project is a lab of the course “Linear Optimization and Convex Optimization”. It discusses a classic optimization …
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OOD on MNIST
In this project, I explored some solutions to the OOD (out-of-distribution) problem with my partner. For an introduction to the OOD problem, please see this blog. In this project, …
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Clustering Algorithms
This project implements two types of clustering algorithms, K-means and GMM. Data description: Four sets of data are given. The first two sets are simple low-dimensional data that …
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