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Lubdhak Mondal's Projects

awesome-quant icon awesome-quant

A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

binance-cryptoradar icon binance-cryptoradar

A Python repository focused on applying Data Science to cryptocurrency trading on Binance Exchange

bitcoin_volatility_forecasting icon bitcoin_volatility_forecasting

GARCH and Multivariate LSTM forecasting models for Bitcoin realized volatility with potential applications in crypto options trading, hedging, portfolio management, and risk management

cnn-ta icon cnn-ta

Algorithmic Financial Trading with Deep Convolutional Neural Networks: Time Series to Image Conversion Approach: A novel algorithmic trading model CNN-TA using a 2-D convolutional neural network based on image processing properties.

crypto-rl icon crypto-rl

Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent

crypto_vol_arb icon crypto_vol_arb

A tool used to analyze arbitrage opportunities in cryptocurrency option markets.

deep_news icon deep_news

A trading algorithm which uses news and ticker data to predict the volatility and volume of ETFs.

featuredriven-hawkes icon featuredriven-hawkes

Code and Data for CIKM Paper Feature Driven and Point Process Approaches for Popularity Prediction

forecastingvolatility icon forecastingvolatility

Comparing the performance of the GARCH(1,1) model and historical volatility, close-to-close volatility, Parkinson volatility, Garman-Klass volatility and Rogers-Satchell volatility in the rolling window method to forecast future volatility on the NASDAQ composite.

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