Michal Ficek's repositories
docplex-examples
These samples demonstrate how to use the DOcplex library to model and solve optimization problems.
tensor-house
A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain
AI-102-AIEngineer
Lab files for AI-102 - AI Engineer
awesome-mlops
A curated list of references for MLOps
cruft
Allows you to maintain all the necessary cruft for packaging and building projects separate from the code you intentionally write. Built on-top of, and fully compatible with, CookieCutter.
dask
Parallel computing with task scheduling
Data-Science-Cheatsheet
A helpful 4-page data science cheatsheet to assist with exam reviews, interview prep, and anything in-between.
line_profiler
Line-by-line profiling for Python
luigi
Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.
MLOpsPython
MLOps using Azure ML Services and Azure DevOps
mslearn-dp100
Lab files for Azure Machine Learning exercises
pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
paradag
A robust DAG implementation for parallel execution
pre-commit-sphinx
A pre-commit hook that will fail if documentation (eg for readthedocs.io) can't be built using sphinx
python-resmon
A resource monitor that records resource usage (e.g., CPU usage, RAM usage and free, disk I/O count, NIC speed, etc.) and outputs the data in CSV format that is easy to post-process.
tpot
A Python tool that automatically creates and optimizes machine learning pipelines using genetic programming.