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karoo_gp icon karoo_gp

A Genetic Programming platform for Python with TensorFlow for wicked-fast CPU and GPU support.

katana icon katana

Katana project is a FastAPI template for ASAP 🚀 ML API deployment

kati icon kati

The Kraken Automated Trading Interface (KATI) is a python program I have developed to use analysis from the Technical Analysis API and the Kraken Trading API to automatically determine buying and selling of cryptocurrency.

kats icon kats

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

kbb-sqz-macd icon kbb-sqz-macd

Keltner / Bollinger Band based squeeze with MACD for trend direction. Chart and RadarScreen with alerts.

kc-automated-login icon kc-automated-login

Zerodha Kite Connect automatic login, from start to finish by just running a script

keda icon keda

KEDA is a Kubernetes-based Event Driven Autoscaling component. It provides event driven scale for any container running in Kubernetes

keda-demo icon keda-demo

Kubernetes Event-driven Autoscaling Demo Project

kelp icon kelp

Kelp is a free and open-source trading bot for the Stellar DEX and 100+ centralized exchanges

kerdos icon kerdos

An algorithmic trading bot implementing a momentum strategy portfolio alpaca

kernel icon kernel

⚡ Simple. Fast. Modular, no-nonsense game core.

kernel-smoothing-technique-for-option-derivatives- icon kernel-smoothing-technique-for-option-derivatives-

Options are an integral part of hedging strategies, portfolio management and many other facets of the finance industry. And Greeks of an option are used to assess different dimensions of risk involved in taking an options position. Each risk variable is a result of an imperfect assumption or relationship of the option with an underlying variable. Hence, calculation of Greeks is of utmost importance. In our report, we have implemented techniques called Kernel smoothing and Kernel differentiation, using Monte Carlo simulations, to calculate the following Greeks: Delta, Vega, Gamma, Vomma and Vanna, of a European Digital option.

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