Pinned Repositories
Gradient-Boosting-Accuracy-Comparison-with-MLP-RF-SVM-and-GAM-with-RandomSearched-Hyperparameters
With Gradient Boosting, we reached an overwhelming accuracy rate on the test set at 0.7742. (the famous HELOC dataset)
Color-Genrator
To generate Hex Color Codes based on an adjustable color bar on iphone pythonista.
Natural-Language-Classification-based-on-Random-Forest-and-Jieba
I use noun only to classify text. The code runs quite slow but it is pretty accurate. With perfect feature engineering, the test accuracy rate can be about 0.8.
pyui
1. color_generator.py is a simple python User Interface that can run on pythonista terminate. 2. simple_gui.py is a simple UI that can run on PC.
SCMP_Historical_Headline_Crawler
Scrape SCMP headlines with requests and lxml (basically xpath). And users can use this function along with the my other repo to train the ML algo to classify text automatically (One Hot Encode with Jieba).
Unsupervised-Learning-to-Find-Dominant-Colors-with-Web-Scraping
We scrape images from this website and find the dominant colors (ofc presented thru RGB code) using KMeans from sklearn.cluster.
Backtesting-with-UI-based-on-zipline
A prerequisite for running simple_gui.py is to install zipline(https://github.com/quantopian/zipline) first. And after running simple_gui.py correctly, two windows will be shown to suggest the return rate of one daily-frequency trading strategy and the daily change rate of two stocks that are picked up by user input.
2SLS-Practice-and-3D-model-visilizaiton
Another econometric model, Two-Stage least squares (2SLS) practice. The DB.csv is the database. For more information about the DB.csv
Algorithm_Interview_Notes-Chinese
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
Auto-News-Search
mushrup's Repositories
mushrup/Surf
mushrup/Multithread-with-blpapi
mushrup/Gradient-Boosting-Accuracy-Comparison-with-MLP-RF-SVM-and-GAM-with-RandomSearched-Hyperparameters
With Gradient Boosting, we reached an overwhelming accuracy rate on the test set at 0.7742. (the famous HELOC dataset)
mushrup/Natural-Language-Classification-based-on-Random-Forest-and-Jieba
I use noun only to classify text. The code runs quite slow but it is pretty accurate. With perfect feature engineering, the test accuracy rate can be about 0.8.
mushrup/Unsupervised-Learning-to-Find-Dominant-Colors-with-Web-Scraping
We scrape images from this website and find the dominant colors (ofc presented thru RGB code) using KMeans from sklearn.cluster.
mushrup/xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow
mushrup/Simple-Showcase-to-Extract-JS-with-request-and-lxml
mushrup/2SLS-Practice-and-3D-model-visilizaiton
Another econometric model, Two-Stage least squares (2SLS) practice. The DB.csv is the database. For more information about the DB.csv
mushrup/Cloth-Color-and-Pattern-CV-Detection
Detect Color and Dot Distance from online pictures. Please PM me for further information
mushrup/Difference-in-Difference-Practice
This model practice difference in difference model in Econometric. Please contact me if you want the data set used here.
mushrup/EverydayWechat
微信助手：1.每日定时给好友（女友）发送定制消息。2.机器人自动回复好友。3.群助手功能（例如：查询垃圾分类、天气、日历、电影实时票房、快递物流、PM2.5等）
mushrup/Stat3612
HKU Stat3612 Data Mining (Statistical Machine Learning)
mushrup/Send-Customised-Email-according-to-Google-Spreadsheet
To save my time
mushrup/Algorithm_Interview_Notes-Chinese
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
mushrup/Vincent-HKEX
mushrup/Henry-HKSE-OI
mushrup/Auto-News-Search
mushrup/Backtest_00700
mushrup/Random_Forest_on_Direction
To predict Price Direction depending on past financial performances
mushrup/SCMP_Historical_Headline_Crawler
Scrape SCMP headlines with requests and lxml (basically xpath). And users can use this function along with the my other repo to train the ML algo to classify text automatically (One Hot Encode with Jieba).
mushrup/Sentiment_on_SCMP
mushrup/Some-Hong-Kong-stock-prices-by-far
mushrup/Download-all-morning-star-financial-data-with-one-line
mushrup/Long-Short-Strategy-with-UI-without-optimizer
mushrup/Get-all-weather-data-of-Hong-Kong-since-2006
mushrup/C-score-generator
mushrup/world-bank-API-testing
1. Running getaverage.py in your terminal will give you the average wage in 1976 dollar; you can change the parameter and time range fields specified in the source code. 2. Running getwbdata.py will output "The overall CPI multiple from 1976 to 2013: xxx" the parameters can also be altered.
mushrup/track-change-with-zipline
Running compare.py will return a table that compares two stocks.
mushrup/pyui
1. color_generator.py is a simple python User Interface that can run on pythonista terminate. 2. simple_gui.py is a simple UI that can run on PC.
mushrup/Backtesting-with-UI-based-on-zipline
A prerequisite for running simple_gui.py is to install zipline(https://github.com/quantopian/zipline) first. And after running simple_gui.py correctly, two windows will be shown to suggest the return rate of one daily-frequency trading strategy and the daily change rate of two stocks that are picked up by user input.