drivendataorg / deon
A command line tool to easily add an ethics checklist to your data science projects.
☆289Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for deon
- ☆145Updated 3 years ago
- Test-Driven Data Analysis Functions☆295Updated 2 months ago
- Natural language processing support for Pandas dataframes.☆217Updated last year
- Automatically export Jupyter notebooks to various file formats (.py, .html, and more) on save.☆73Updated 9 months ago
- Data Analysis Baseline Library☆725Updated 3 months ago
- sidetable builds simple but useful summary tables of your data☆384Updated 2 years ago
- Data Analysis Baseline Library☆131Updated 2 weeks ago
- The Data Science Lifecycle Process is a process for taking data science teams from Idea to Value repeatedly and sustainably. The process …☆487Updated 3 years ago
- General Purpose Risk Modeling and Prediction Toolkit for Policy and Social Good Problems☆187Updated last week
- Doubt your data, find bad labels.☆504Updated 3 months ago
- Bulwark is a package for convenient property-based testing of pandas dataframes.☆223Updated 4 years ago
- scikit-learn sprint docs☆183Updated 8 months ago
- Collection of articles listing reasons why data science projects fail.☆457Updated 3 years ago
- The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning wo…☆168Updated last year
- A small python library that can clump lists of data together.☆147Updated 2 years ago
- Bias Auditing & Fair ML Toolkit☆691Updated last month
- A library that implements fairness-aware machine learning algorithms☆124Updated 4 years ago
- List of resources coming out of Normconf Slack☆76Updated last year
- Decorators that logs stats.☆105Updated last year
- A hands-on tutorial showing how to use Python to do anonymisation with synthetic data☆78Updated 2 years ago
- A short tutorial for data scientists on how to write tests for code + data.☆117Updated 4 years ago
- ☆125Updated 5 years ago
- Easy to use test framework for Jupyter Notebooks☆305Updated 2 years ago
- Simple & Easy-to-use python modules to perform Quick Exploratory Data Analysis for any structured dataset!☆100Updated last year
- Dockerized ML Cookiecutter☆71Updated last year
- Natural Intelligence is still a pretty good idea.☆796Updated 3 months ago
- Examples of data science projects created with Kedro.☆171Updated last year
- A simple NLP library allows profiling datasets with one or more text columns. When given a dataset and a column name containing text data…☆243Updated 5 months ago