Dreamlone/Dreamlone
Hi, I'm Mikhail Sarafanov (but everybody calls me Mike)
AI engineer
Repositories
Dreamlone/linear-regression
Intuitive explanation of linear regression algorithm and optimization methods
Dreamlone/SSGP-toolbox
Simple Spatial Gapfilling Processor. Toolbox for filling gaps in spatial datasets (e.g. remote sensing data)
Dreamlone/job-search
Repository with materials related to my job searches
Dreamlone/floodwater-segmentation-net
The repository contains materials for running the Sentinel-1 SAR images segmentation model based on neural networks
Dreamlone/wasu
Water Supply Forecast competition model
Dreamlone/ts-processing
Python code, visualizations, and other materials related to time series processing
Dreamlone/ITMO_Masters_degree
Master's degree in Big data and machine learning. Collected homework and project materials.
Dreamlone/MIHA
Optimizer for configuration of hyperparameters in neural networks
Dreamlone/moscow-public-transport
Repo for visualization and EDA of Moscow public transport data
Dreamlone/atowpy
Repository with machine learning model for Actual TakeOff Weight (ATOW) estimation
Dreamlone/applicants
Repository with applicants analysis
Dreamlone/environmental-monitoring
The Finnish research stations from monitoring programmes analysis framework
Dreamlone/pymetsa
library for forest-related spatial data processing
Dreamlone/estaty_examples
Usage examples and use cases for library https://github.com/wiredhut/estaty
Dreamlone/estaty
Module for spatial data fusion and processing for real estate objects
Dreamlone/coursera_assignment_tmp
Homework for Python web developing course
Dreamlone/ITMO_materials
Collected data and source code used when working on projects at ITMO University
Dreamlone/State_Hydrological_Institute
The repository contains materials for projects during my work at State Hydrological Institute (Saint Petersburg, Russia).
Dreamlone/rica
River cross-section approximator (RICA)
Dreamlone/Championships_and_hackathons
The repository contains the results of work on projects at championships and hackathons
Dreamlone/Data_visualisation_practice
Homeworks for Data Visualisation course