Spark Machine Learning¶

TALib¶

programgreek - TALib

¶

Quantopian Quantopian - Notebook What is Algorithmic Trading & How to Get Started Python for Financial Analysis

Useful sites with samples¶

Data-flaire.training Sparkbyexamples programgreek - Python

Stock Python Projects¶

https://github.com/moyuanz/DevilYuan https://www.programcreek.com/python/?code=moyuanz%2FDevilYuan%2FDevilYuan-master%2FStock%2FData%2FUtility%2FDyStockDataUtility.py https://github.com/QUANTAXIS/QUANTAXIS https://www.programcreek.com/python/?code=QUANTAXIS%2FQUANTAXIS%2FQUANTAXIS-master%2FQUANTAXIS%2FQAIndicator%2Ftalib_numpy.py https://github.com/bbfamily/abu https://www.programcreek.com/python/?code=bbfamily%2Fabu%2Fabu-master%2Fabupy%2FIndicatorBu%2FABuNDBoll.py

API for Sec Data for companies¶

https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany%27&CIK=msft&type=%2710-k%27&owner=exclude&output=json

ML Tuning¶

• ML Tuning
• Machine leaning from Disaster and Github code

Sample Data¶

• Sample Stock Data - Kaggle
• Daily Financial News - Kaggle

NLP¶

• Stanford NLP github - Readme
• Stanford NLP nuget

• Stanford CoreNLP for .Net

• Spark Deep learning - github

• Learning Spark v1 Book code - github
• Learning Spark v2 Book code - github
• Spark: The Definitive Guide Book code - github

Tutorial¶

• Apache Spark Beginner Tutorial - Kaggle
• Deep learning with Apache Spark

Resources¶

• Deep MLP github

• Spark MLP github

• Price prediction using ML ANd Spark github

• Stock price prediction github - Good to get library information

Probably complicated one * StockInference Spark github

Git Users https://legacy.gitbook.com/@jaceklaskowski https://github.com/jaceklaskowski

• 18 Machine Learning Platforms for Developers - Kaggle
• EDA, feature engineering and everything - Kaggle

Courses¶

• Intro to Machine Learning - Kaggle
• Intermediate Machine Learning - Kaggle
• Deep Learning - Kaggle

Some other info¶

• NY Stock Price Prediction RNN LSTM GRU - Kaggle
• • Finance Time series basic with Pandas and Numpy

Tools¶

Charting tool - plotly