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Scarlett's Projects

factordata icon factordata

Calculates 103 firm characteristics from CRSP + Compustat directly in Python – no WRDS SAS cloud

fingan icon fingan

The implementation of "modeling financial time-series with generative adversarial networks"

handson-ml3 icon handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

machine-learning icon machine-learning

:zap:机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

ml-coursera-python-assignments icon ml-coursera-python-assignments

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

ml-research icon ml-research

A repository for machine learning based investment strategies

mml-book-chinese icon mml-book-chinese

mml-book-chinese《Mathematics For Machine Learning》机器学习中的数学 中文版

python_bootcamp100 icon python_bootcamp100

Here are the codes for Udemy Courses:100 Days of Code: The Complete Python Pro Bootcamp for 2022

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

stock-prediction icon stock-prediction

Technical and sentiment analysis to predict the stock market with machine learning models based on historical time series data and news article sentiment collected using APIs and web scraping.

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