Stannislav

morphoclass

Neuronal morphology preparation and classification using Machine Learning.

d-one-mlops

Repository with sample code and instructions for creating a complete MLOps training pipeline.

Atlas-Download-Tools

Search, download, and prepare brain atlas data.

DearPyGui

Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies

auto-sklearn-talks

Presentations on Auto-sklearn

line_profiler

Line-by-line profiling for Python

Golconda

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

AugLy

A data augmentations library for audio, image, text, and video.

dlaudio_report

Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (report)

SDV

Synthetic data generation for tabular data

flyte

Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

betterpython

Code examples for my Write Better Python Code series on YouTube.

excess-mortality

Excess mortality during COVID-19 pandemic

budgetml

Deploy a ML inference service on a budget in less than 10 lines of code.

Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

deit

Official DeiT repository

cartoonify

Deploy and scale serverless machine learning app - in 4 steps.

awesome-mlops

A curated list of references for MLOps

aoc2019-intcode

Intcode compiler and samples from Advent of Code 2019

hacker-laws

💻📖 Laws, Theories, Principles and Patterns that developers will find useful. #hackerlaws

AMLD2020-Dirty-GANcing

AMLD 2020

Search

Blue Brain text mining toolbox for semantic search and structured information extraction

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

fastbook

The fastai book, published as Jupyter Notebooks

PRML

PRML algorithms implemented in Python

pyprob

A probabilistic programming system for simulators and high-performance computing (HPC), based on PyTorch

hiplot

HiPlot makes understanding high dimensional data easy

GNNPapers

Must-read papers on graph neural networks (GNN)

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.