AngelaHsu02

Algorithm-2-Layer-Neural-Network

Use 2 LNN to resolve CIFAR10 image classification problem

DataStructure-Comparison-of-Hash-Table-Balanced-Binary-Search-Tree

Comparing Hash Table & Balanced Binary Search Tree execution time of insertion and searching.

DataStructure-Comparison-of-Sorting-Algorithms

Compare various sorting algorithms in terms of their execution time, including insertion sort, merge sort, randomized quick sort (Lomuto Partition, Hoare Partition, 3-Way Partition) and Counting sort。

DataStructure-dynamicArrayVSLinkedList

Compare dynamic arrays and linked lists, and discuss the impact of caching.

DataStructure-Range-Query

Comparing sorted array, array of sorted arrays, skip list execution time of range query.

Lab-Telecomchurn

Use SMOTE to address the class imbalance and apply Logistic regression and XGboost to predict churn cases.

NLP-Chinese-Segmentation

NLP-Sentimental-Analysis

Predict sentiment (positive or negative) of movie reviews.

NLP-Stance-Detection

Use Transformer to predict stances (against, favor, none) of tweets.

SSMS-demo

Guide the juniors in the lab to learn SSMS demo using self-compiled teaching materials.

AngelaHsu02/Algorithm-2-Layer-Neural-Network

Use 2 LNN to resolve CIFAR10 image classification problem

AngelaHsu02/DataStructure-Comparison-of-Hash-Table-Balanced-Binary-Search-Tree

Comparing Hash Table & Balanced Binary Search Tree execution time of insertion and searching.

AngelaHsu02/DataStructure-Comparison-of-Sorting-Algorithms

Compare various sorting algorithms in terms of their execution time, including insertion sort, merge sort, randomized quick sort (Lomuto Partition, Hoare Partition, 3-Way Partition) and Counting sort。

AngelaHsu02/DataStructure-dynamicArrayVSLinkedList

Compare dynamic arrays and linked lists, and discuss the impact of caching.

AngelaHsu02/DataStructure-Range-Query

Comparing sorted array, array of sorted arrays, skip list execution time of range query.

AngelaHsu02/Lab-Telecomchurn

Use SMOTE to address the class imbalance and apply Logistic regression and XGboost to predict churn cases.

AngelaHsu02/NLP-Chinese-Segmentation

AngelaHsu02/NLP-Sentimental-Analysis

Predict sentiment (positive or negative) of movie reviews.

AngelaHsu02/NLP-Stance-Detection

Use Transformer to predict stances (against, favor, none) of tweets.

AngelaHsu02/SSMS-demo

Guide the juniors in the lab to learn SSMS demo using self-compiled teaching materials.

AngelaHsu02/WSM-Information-Retrieval-System

Building IR systems based on the Pyserini

AngelaHsu02/WSM-Vector-Space-Model

Vector Space Model with Different Weighting Schemes & Similarity Metrics