AngelaHsu02's repositories
Algorithm-2-Layer-Neural-Network
Use 2 LNN to resolve CIFAR10 image classification problem
WSM-Information-Retrieval-System
Building IR systems based on the Pyserini
SSMS-demo
Guide the juniors in the lab to learn SSMS demo using self-compiled teaching materials.
DataStructure-Comparison-of-Hash-Table-Balanced-Binary-Search-Tree
Comparing Hash Table & Balanced Binary Search Tree execution time of insertion and searching.
DataStructure-Range-Query
Comparing sorted array, array of sorted arrays, skip list execution time of range query.
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.
WSM-Vector-Space-Model
Vector Space Model with Different Weighting Schemes & Similarity Metrics
NLP-Stance-Detection
Use Transformer to predict stances (against, favor, none) of tweets.
Lab-Telecomchurn
Use SMOTE to address the class imbalance and apply Logistic regression and XGboost to predict churn cases.
NLP-Sentimental-Analysis
Predict sentiment (positive or negative) of movie reviews.