Aleksei Mashlakov's repositories
fcrn-bidding
A hardware-in-loop pipeline for bidding battery storage capacity into FCR-N market though local energy market
m6_competition
Source code for AM Naive team in M6 Forecasting Competition
parking-forecast
Parking forecasting pipeline for prediction of available parking spaces
02456-deep-learning-with-PyTorch
Exercises and supplementary material for the deep learning course 02456 using PyTorch.
aleksei-mashlakov.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics
flexibility-metadata-registry
Flexibility metadata registry based on Web-of-Things concept
AA203-Examples
Examples shown in class and recitation from AA203: Optimal and Learning-Based Control.
aleksei-mashlakov.github.io_old
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
awesome-compose
Awesome Docker Compose samples
best-of-python
🏆 A ranked list of awesome Python open-source libraries and tools. Updated weekly.
blog-posts
A repository containing code for Medium articles
cvxbook_additional_exercises
Additional exercises and data for EE364a. No solutions; for public consumption.
Data-science
Collection of useful data science topics along with code and articles
data-science-template
Template for a data science project
HEFTcom24
Repository for the Hybrid Renewable Energy Forecasting and Trading Competition containing utilities and a "Getting Started" guide.
HEFTcomp24
A repository for HEFT competition
lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡
machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn
Machine-Learning-for-Time-Series-with-Python
Machine Learning for Time-Series with Python.Published by Packt
MadeWithML
Learn how to responsibly deliver value with ML.
open-sustainable-technology
Listing of worldwide open technology projects preserving a stable climate, energy supply and vital natural resources. Enjoy the website: https://opensustain.tech/
python-cheatsheet
Comprehensive Python Cheatsheet
python-mastery
Advanced Python Mastery (course by @dabeaz)
tensor-house
A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain
uncertainty-toolbox
A python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization