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Stanisław Czekalski's starred repositories

data-engineering-zoomcamp

Free Data Engineering course!

Language:Jupyter Notebook24257 442 124

label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

Language:JavaScriptApache-2.017975 172 2151

sqlmodel

SQL databases in Python, designed for simplicity, compatibility, and robustness.

Language:PythonMIT13793 148 333

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

Language:PythonApache-2.09789 107 1911

machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

Language:HTML8900 302 10

dendron

The personal knowledge management (PKM) tool that grows as you do!

Language:TypeScriptApache-2.06610 55 1740

aim

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

Language:PythonApache-2.05100 43 1010

layout-parser

A Unified Toolkit for Deep Learning Based Document Image Analysis

Language:PythonApache-2.04741 74 147

nlpaug

Data augmentation for NLP

Language:Jupyter NotebookMIT4388 41 221

data-science-on-aws

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker

Language:Jupyter NotebookApache-2.03334 119 222

opyrator

🪄 Turns your machine learning code into microservices with web API, interactive GUI, and more.

Language:PythonMIT3055 48 31

ml-design-patterns

Source code accompanying O'Reilly book: Machine Learning Design Patterns

Language:Jupyter NotebookApache-2.01861 49 28

pet

This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"

Language:PythonApache-2.01617 47 96

DataProfiler

What's in your data? Extract schema, statistics and entities from datasets

Language:PythonApache-2.01409 20 181

torchtyping

Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.

Language:PythonApache-2.01376 16 36

bump2version

Version-bump your software with a single command

Language:PythonMIT1052 13 175

you-dont-need-a-bigger-boat

An end-to-end implementation of intent prediction with Metaflow and other cool tools

Language:PythonMIT834 20 4

pigeon

🐦 Quickly annotate data from the comfort of your Jupyter notebook

Language:PythonApache-2.0766 11 12

clean-code-ml

:bathtub: Clean Code concepts adapted for machine learning and data science. Now a free video series 😎 https://bit.ly/2yGDyqT

Language:Jupyter NotebookApache-2.0706 170

redun

Yet another redundant workflow engine

Language:PythonApache-2.0507 15 53

hover

:speedboat: Label data at scale. Fun and precision included.

Language:PythonMIT320 6 35

adversarial-explainable-ai

💡 Adversarial attacks on explanations and how to defend them

CC-BY-SA-4.0287 15 61

Coursera-Algorithmic-Toolbox

This repository contains all the solutions for the assignments of the course - Algorithmic Toolbox offered on Coursera.

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spacy-annotator

Spacy NER annotator using ipywidgets

Language:Python120 6 5

fsfc

Feature Selection for Clustering

Language:PythonMIT90 7 6

auditor

Model verification, validation, and error analysis

Language:R58 20 94

kedro-kubeflow

Kedro Plugin to support running workflows on Kubeflow Pipelines

Language:PythonApache-2.047 13 68

vertex-ai-tutorials

Tutorials for Vertex AI tools

Language:Jupyter NotebookApache-2.016 2 1

de1-python

Curated collection of DE1's favorite kedro pieces.

Language:PythonMIT12 3 2

ctmlp

Code for my live demo at MoneyLion's Tech Talk #4 on the topic of Continuous Testing of Machine Learning Projects

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