houxiaona Goto Github PK

comparison-of-regression-machine-learning-algorithms-of-explaining-students-academic-performance

data-analysis-project-using-python

Used various Python libraries such as numpy, pandas, seaborn, matplotlib and scikit-learn on Jupyter notebook to analyze various factors influencing student grades by performing Exploratory Data Analysis (EDA) and implemented machine learning algorithm , Logistic Regression on “alcohol consumption on student grades”

dataminingcompetitionfirstprize

Datacastle National Big Data Online Competition First Place Source Code助学金精准预测冠军代码

decision-tree

关联规则和决策树组合算法在学生成绩分析中的研究。首先，本文基于爬取到的学生课程成绩设计以学生成绩为主题的数据仓库，为后续的成绩分析提高可靠的数据支持。其次，利用关联规则算法挖掘分析课程间的关联性，并生 成用于构造决策树的新属性。最后，通过信息增益率的**将生成的新属性和原有属性构造成决策树， 实现学生成绩分析预测。

education-visualization-competition

Tianchi visualizaiton competition

machine-learning-for-beginner-by-python3

为机器学习的入门者提供多种基于实例的sklearn、TensorFlow以及自编函数(AnFany)的ML算法程序。

machine_learning_in_action_py3

Important book about the machine learning algorithms, and introduces the application of those who use these algorithms and tools, and how to use them in a real environment. This book and other books, behind the other books are long on machine learning theory knowledge, the book happened to be more discussion on how to use coded machine learning algorithms.

machinelearninginaction

Source Code for the book: Machine Learning in Action published by Manning

model_eva

二分类模型评估类

oulad

oulad_clustering-prediction

This computational is aimed at analysing data to identify key patterns, with clustering and predictive models performed in an attempt to identify unique groups and predict total scores of student

pythonforecastgrade

python 学生成绩预测 使用KNN算法

recommend-books

统计学、机器学习、Knowledge Graph、Python、Git 等推荐教程

score-predict

机器学习项目之成绩预测（非常适合Python和机器学习入门级选手）

shujuku

student-academic-performance-level-classification

Visualization of students academic data & Classification of students level using different machine learning approaches

student-performance-prediction

a student academic performance predictor

student_explorer

Tool used by Academic advisors to access student weekly performance

tianyi

2019电信"添翼"杯智慧教育（学生成绩预测） 亚军

web_scraping_py

Programs to get started with web scraping with Python