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sharavsambuu's Projects

cfa_qit icon cfa_qit

QIT(Quantitative Investing & Trading) Working Group of the CFA Society Korea

cleanrl icon cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

cpcv icon cpcv

Code for Combinatorial Purged Cross Validation

create-dollar-bar-from-aapl-tick-data_by_masaichig0 icon create-dollar-bar-from-aapl-tick-data_by_masaichig0

Create the dataset that most affective way to predict the stock price based on the book (Advanced in Financial ML). I have gotten the idea from the book and use some of the code from the book to create the dataset with AAPL tick data.

credit_semaphore icon credit_semaphore

Asynchronous Semaphore Based on Credits for Efficient Credit-Based API Throttling

data-science-portfolio icon data-science-portfolio

This portfolio is a compilation of notebooks which I created for Data Science related tasks like Tutorials, Exploratory Data Analysis, and Machine Learning.

decisiveml icon decisiveml

Machine learning end-to-end research and trade execution

eigenportfolios icon eigenportfolios

In this project, we will explore the usage of Principal Component Analysis to model market behavior within an industry. Furthermore, we will explore the interpretation of top eigenvectors as portfolios to create trading strategies.

esg_risk_parity_by_sjufan84 icon esg_risk_parity_by_sjufan84

Constructing a portfolio of crypto and stock assets utlizing ESG scores as well as machine learning models to predict buy / sell signals after establishing asset weights using hierarchical risk parity models.

fin-ml_by_tatsath icon fin-ml_by_tatsath

This github repository of "Machine Learning and Data Science Blueprints for Finance". Please star.

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