zlszhonglongshen's repositories
SMOTE-Oversample-Rare-Events
Youtube companion (https://www.youtube.com/watch?v=1Mt7EuVJf1A&feature=youtu.be) - Brief introduction to the SMOTE R package to super-sample/ over-sample imbalanced data sets. SMOTE will use bootstrapping and k nearest neighbor to synthetically create additional observations. SMOTE white paper: https://www.jair.org/media/953/live-953-2037-jair.pdf
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
CnblogsSpider
用scrapy采集cnblogs列表页爬虫
CompCar_Analysis
Source code of some classification experiments evaluated on the newly published vehicle dataset CompCar
DeepLearnToolbox
Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.
dml
D's Machine Learning is a machine learning toolkit for python,focus on rightness but efficiency
fuck12306
12306 图片验证码识别测试
Logistic-Regression-to-Predict-the-SP500
(Python) Logistic regression to predict the S&P 500 using Python
OpenCV-demo
This project contain some OpenCV demo that we use frequently.
pm2.5-spider
pm2.5 爬虫脚本
RBM
Classification of data using Restricted Boltzmann Machines and Deep Learning Networks
scrapy
Scrapy, a fast high-level screen scraping and web crawling framework for Python.
StarterLearningPython
Learning Python: from Beginner to Master. http://www.itdiffer.com