Mai Ngo's repositories
Astrophysical-Object-Classification
Astrophysical Object Classification using a hybrid static and time series data.
Yelp-Recommendation-System
Item-based Collaborative Recommendation System using Embeddings, Yelp dataset. Recommend user establishments based on queries.
CharacterPlot-MVC
Create character plot with given text files implementing Model-View-Controller (MVC) design pattern.
Convolutional-Neural-Network
Practice Convolutional Neural Network using Keras | Hyperparameter Tuning
Conways-Game-of-Life
Create Conway's Game of Life simulation on torus shape.
CoPrime-Determination
Python function returns whether two integers are co-primes.
Data-Exploratory
Practice Data Exploratory and Normalization.
Data-Mining-SQL
Twitter tweets Data Mining practice.
DicesCup-Game
Simple Dices-Cup Game with different type of dices with user interaction.
Document-Clustering
Practice unsupervised clustering method,
Goldbach-Conjecture
Python function represents Goldbach's conjecture - prints two primes sum up to an even integer (less than 100).
Inverted-Index
Practices on Inverted Index algorithm.
Life-Expectancy-Analysis
Life Expectancy Analysis using logistic regression.
Link-Analysis-Recommender-System
Link Analysis - Page Rank algorithms & Content-based Recommender System.
Neural-Network---Stochastic-Gradient-Descent
Optimize Neural Network - Stochastic Gradient Descent algorithm.
Neural-Networks-Practices
Practice hyper parameter tuning in Neural Network.
OverlapArea-Game.-
Using pseudo random numbers to estimate the area of two overlapping ellipses.
PalindromeDates
Python function identifies and saves to a file all the palindrome dates in the 21st century.
Random-Number-Generator
Create a pseudo random number generator using War and Peace by Leo Tolstoy.
Recurrent-Neural-Network
Practice Recurrent Neural Network using Keras.
Recursive-HumanPyramid
Python function returns how much weight a person at chosen position in the pyramid is carrying.
Solar-System-Simulation
Create Planet System Simulation, which in this case results the closest planet to Earth after given orbit time.
Student-Grading
Python function returns student’s total assignment score based on given criteria.
Supervised-Learning-Methods
Practice supervised learning methods: KNN - TFIDF - Naive Bayes (Gaussian) - Linear Discriminant Analysis (LDA) - Decision Tree
Tensor-Flow-Practices
Practice Tensor Flow using Fashion MNIST dataset.
Vector-space-Retrieval-Algorithm
Simple Vector-space Retrieval Algorithm and Evaluation.
Website-Surf
Python functions results 50 most common words on any website (main website along with connected ones/links/documents), and corresponding frequency. NOT completed, missing global dictionary.
Word-Frequency-for-Index-Compression
Practice basic information retrieval: tokenization and inverted index.