Pinned Repositories
kdd_trading
This educational project is aimed to analyze and research association between fundamental ratios and growth of the companies in the S&P index,
ecgn
Concepts used: kNN, SVM, boosting (XGBoost, Gradient boosting, Light GBM, AdaBoost, Random Forests), deep learning (CNN, LSTM), ensembles (model stacking), transfer learning.
kdd_trading
This educational project is aimed to analyze and research association between fundamental ratios and growth of the companies in the S&P index,
Loan-repayment
Classification algorithms on loans data
online-retail-clustering
Online Retail data analysis, including: exploratory analysis, tools library developed by me which includes preprocessing and clustering algorithms pipelines.
pipelitools
A python package of pipelines for data analysis and machine learning used in personal projects.
Quantitative-finance
Experiments on financial data, option pricing, financial modelling
Santander-Customer-Transaction-Prediction
Santander customer transaction prediction
stockpred
Deploying ML models using MLflow & Docker
tumor_segmentation
Supplementary code for the paper "Segmentation of brain tumours by deep learning transfer methods using MRI images"
nastiag67's Repositories
nastiag67/ecgn
Concepts used: kNN, SVM, boosting (XGBoost, Gradient boosting, Light GBM, AdaBoost, Random Forests), deep learning (CNN, LSTM), ensembles (model stacking), transfer learning.
nastiag67/pipelitools
A python package of pipelines for data analysis and machine learning used in personal projects.
nastiag67/online-retail-clustering
Online Retail data analysis, including: exploratory analysis, tools library developed by me which includes preprocessing and clustering algorithms pipelines.
nastiag67/Quantitative-finance
Experiments on financial data, option pricing, financial modelling
nastiag67/kdd_trading
This educational project is aimed to analyze and research association between fundamental ratios and growth of the companies in the S&P index,
nastiag67/Loan-repayment
Classification algorithms on loans data
nastiag67/Santander-Customer-Transaction-Prediction
Santander customer transaction prediction
nastiag67/stockpred
Deploying ML models using MLflow & Docker
nastiag67/tumor_segmentation
Supplementary code for the paper "Segmentation of brain tumours by deep learning transfer methods using MRI images"