georgemakridis Goto Github PK

cashflow-prediction

This notebook demonstrates in an explanatory way how to predict in a probabilistic way the future outflows and inflows based on historical transactions.

crowd

danaos_only_spark

danaos_posidonia_spark

food_recalls_cybele

forex_news_from_twitter

Trying to find relation between forex-news tweets and a specific price movement based on sentiment analysis

ibm_attrition

Notebook for kaggle IBM_Attrition dataset

kaggle_two_sigma_reinforcement_learning_approach

My team's approach of implementing reinforcement learning in kaggle two sigma competition

mercedes_kaggle_comp

Baseline for Mercedes competition on kaggle, using a simple genetic algorithm for feature selection.

optimizers

Continuous Genetic Algorithm and Nelder Mead as Optimizers

podium

Prediction of Damages in industrial Maritime (PoDiuM)

podium-api

Prediction of Damages in industrial Maritime (PoDiuM). An API for testing ways of detecting or predicting crosshead bearing defects of vessels main engine

star_xai_library

The main purpose of the XAI component is to deploy an interface that will integrate different Explainable Artificial Intelligence (XAI) algorithms applicable to the project’s pilots and use cases. In that direction, the proposed framework will integrate well-established XAI solutions and models making the appropriate modifications, when required, adding value to STAR-specific pilots. Furthermore, part of the library will be used by the cyber-defence component (or other(s) if requested).