In this repository, you will find implemented author's projects in classical Machine Learning, divided into different tasks:
- Classification: projects related to classification tasks
- Linear Regression: various custom implementations of linear regression and EDA (Exploratory Data Analysis)
- Other: various projects (more theoretical, for example, working with Bias-Variance Decomposition)
- Pandas: advanced work with tabular data in Pandas
- RecSys: projects in the field of recommendation systems (RecSys)
- Time Series: analysis and prediction of time series
- Unsupervised: implementation of various unsupervised learning methods