davified / clean-code-mlLinks
Clean Code concepts adapted for machine learning and data science. Now a free video series 😎 https://bit.ly/2yGDyqT
☆726Updated 3 years ago
Alternatives and similar repositories for clean-code-ml
Users that are interested in clean-code-ml are comparing it to the libraries listed below
Sorting:
- Collection of articles listing reasons why data science projects fail.☆464Updated 4 years ago
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆862Updated last year
- The Data Science Lifecycle Process is a process for taking data science teams from Idea to Value repeatedly and sustainably. The process …☆507Updated 4 years ago
- Data Analysis Baseline Library☆728Updated 5 months ago
- An ongoing list of pandas quirks☆965Updated 2 years ago
- 📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)☆600Updated 2 years ago
- Production Data Science: a workflow for collaborative data science aimed at production☆453Updated 5 years ago
- ☆24Updated 11 months ago
- Template repository for data science lifecycle project☆194Updated 4 years ago
- The Fuzzy Labs guide to the universe of open source MLOps☆463Updated 2 weeks ago
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆183Updated 10 months ago
- A curated list of awesome posts, videos, and articles on leading a data team (small and large)☆532Updated last year
- ☆704Updated 2 years ago
- Extra blocks for scikit-learn pipelines.☆1,335Updated last month
- Code and files to go along with CS329s machine learning model deployment tutorial.☆606Updated 2 years ago
- A toolkit that streamlines and automates the generation of model cards☆434Updated last year
- COMS W4995 Applied Machine Learning - Spring 20☆246Updated 3 years ago
- Partly lecture and partly a hands-on tutorial and workshop, this is a three part series on how to get started with MLflow. In this three …☆238Updated 4 years ago
- Curated list of open source tooling for data-centric AI on unstructured data.☆719Updated last year
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆264Updated 2 years ago
- Start a data science project with modern tools☆196Updated last year
- MLOps tutorial using Python, Docker and Kubernetes.☆394Updated 7 months ago
- Full Stack Deep Learning Online Course☆898Updated 3 years ago
- python partial dependence plot toolbox☆854Updated 8 months ago
- Source code accompanying O'Reilly book: Machine Learning Design Patterns☆1,994Updated 4 years ago
- CDF SIG MLOps☆624Updated 6 months ago
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆390Updated 2 years ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆147Updated last year
- Toy example of an applied ML pipeline for me to experiment with MLOps tools.☆209Updated 3 years ago
- This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and b…☆1,327Updated 4 months ago