Daniel Malachov's Projects
Repository for students work
Cheatsheet of all stuff that i ever needed in python. It's written in markdown so it's possible to open it in IDE (use right half...))
A little Python library for making simple Electron-like HTML/JS GUI apps
Repo will be closed when official eel will be updated...
Jupyter notebooks
Config files for my GitHub profile.
Load data (json, csv, parquet) web link or local file, consolidate it, do preprocessing like resampling, replacing nans, standardize etc. based on configuration.
My python logging module. Based on debug value prints warnings and errors. It's automatically colorized. It can be logged to file if configured.
Some tools / python functions that i used in other projects.
Module with functionality around Continuous Integration and Continuous Delivery.
Library/framework for making predictions. Automatically choose best models (ARIMA, regressions, MLP, LSTM...) from libraries like Scikit, Statsmodels or Tensorflow. Preprocess data and chose optimal parameters of prediction.
Project scaffolding fast and easy. Python package or Py / vue / eel application (web as well as desktop)
Common functions for Python / Vue / Eel project.
A game theoretic approach to explain the output of any machine learning model.
My own json settings. Mostly for python optimized. Linting, folding.