Yihui April Chen's repositories
Cyberpunk
This is a sentiment analysis of Cyberpunk 2077 user reviews.
NLPAnimalCrossing
NLP Analysis of Animal Crossing
Play-with-Machine-Learning-Algorithms
Code of my MOOC Course <Play with Machine Learning Algorithms>. Updated contents and practices are also included. 我在慕课网上的课程《Python3 入门机器学习》示例代码。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。
AiLearning
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
AB_testing_platform
This python notebook is designed to conduct A/B testing on web log in data.
MapReduce
This notebook is to utilize MapReduce method to detect the number of words appeared in the page of a dictionary.
Digital_Recognition
This project is to utilize Keras and recognize handwriting digits.
Time_Series_Zillow_Housing_Project
This Zillow House Price Project is to analyze US house price data from 1966 to 2018 and create a California house pricing prediction model (Time Series model) based on time and house size rank.
PCA_GaussianMixtureModel_Food_Cluster_Project
The project is to modify the current World Food Fact notebook, identify the correct attributes to cluster on, conduct Principal Components Analysis to identify the most important features and improve the food clusters using unsupervised machine learning models.
Clustering_Student_Performance_Project
This Student Performance Evaluation Project is to utilize student personal information including exam scores, gender, ethnicity, test preparation, parental level of education and lunch nutrition information to explore the solutions to improve student math exam performance.
EDA_Clustering_NBA_Players
This project is to utilize NBA players data to conduct EDA analysis and cluster NBA players using KNN method.
Titanic_Kaggle_Projet
This is my first machine learning project. Data set is from Kaggle Titanic Project.
bax452
Dataset Collection: This is the repository to collect the dataset I have been using for previous projects.
Movie_Bot
https://youtu.be/7hQhPMPNY6A
DS-Take-Home
My solution to the book A Collection of Data Science Take-Home Challenges
tensorflow-rnn-shakespeare
Code from the "Tensorflow and deep learning - without a PhD, Part 2" session on Recurrent Neural Networks.