dslp / dslp-repo-template
Template repository for data science lifecycle project
☆190Updated 4 years ago
Alternatives and similar repositories for dslp-repo-template:
Users that are interested in dslp-repo-template are comparing it to the libraries listed below
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆180Updated 8 months ago
- The Data Science Lifecycle Process is a process for taking data science teams from Idea to Value repeatedly and sustainably. The process …☆504Updated 3 years ago
- Example repo to kickstart integration with mlflow pipelines.☆76Updated 2 years ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆145Updated 11 months ago
- Example project for the course "Testing & Monitoring Machine Learning Model Deployments"☆134Updated last year
- Examples of data science projects created with Kedro.☆171Updated last year
- The Fuzzy Labs guide to the universe of open source MLOps☆459Updated 8 months ago
- Start a data science project with modern tools☆192Updated last year
- 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 …☆236Updated 4 years ago
- A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)☆210Updated last week
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆261Updated 2 years ago
- Example machine learning pipeline with MLflow and Hydra☆88Updated last year
- Capturing model drift and handling its response - Example webinar☆107Updated 5 years ago
- Kedro plugin to support running workflows on Microsoft Azure ML Pipelines☆36Updated this week
- Plugins, extensions, case studies, articles, and video tutorials for Kedro☆72Updated 3 months ago
- Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshop…☆142Updated 7 months ago
- Monitor the stability of a Pandas or Spark dataframe ⚙︎☆499Updated last month
- ☆43Updated 2 years ago
- Code samples for the Effective Data Science Infrastructure book☆115Updated last year
- 🎲 A curated list of MLOps projects, tools and resources☆186Updated 11 months ago
- ☆30Updated 2 years ago
- A Collection of GitHub Actions That Facilitate MLOps☆207Updated 2 years ago
- An example MLflow project☆252Updated 10 months ago
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆74Updated 10 months ago
- It's all in the name☆76Updated last year
- Data Analysis Baseline Library☆131Updated 4 months ago
- Machine Learning Engineering with MLflow, published by Packt☆115Updated 8 months ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Updated 3 years ago
- Basic and advanced MLflow examples for many ML flavors☆220Updated 8 months ago
- [DEPRECATED] Demo repository implementing an end-to-end MLOps workflow on Databricks. Project derived from dbx basic python template☆111Updated 2 years ago