DagsHub / ml-workspace
π All-in-one web-based IDE specialized for machine learning and data science.
β79Updated 3 months ago
Related projects β
Alternatives and complementary repositories for ml-workspace
- Build tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcomeβ¦β120Updated 6 months ago
- π Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.β143Updated 7 months ago
- Python package for publishing Jupyter Notebooks as Medium blogpostsβ147Updated last year
- Automatically transform all categorical, date-time, NLP variables to numeric in a single line of code for any data set any size.β64Updated 9 months ago
- π§ͺ Simple data science experimentation & tracking with jupyter, papermill, and mlflow.β174Updated 4 months ago
- Start a data science project with modern toolsβ185Updated last year
- MLOps stack example using Airflow, MLflow and other popular tools.β44Updated 2 years ago
- Dockerized ML Cookiecutterβ71Updated last year
- DagsHub client librariesβ93Updated this week
- Simple & Easy-to-use python modules to perform Quick Exploratory Data Analysis for any structured dataset!β100Updated last year
- ML project template facilitating both research and production phases.β102Updated 5 years ago
- Data Analysis Baseline Libraryβ131Updated 3 weeks ago
- Learn how to create reliable ML systems by testing code, data and models.β83Updated 2 years ago
- π Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projectsβ81Updated 2 years ago
- β64Updated last year
- π§° Multi-user development platform for machine learning teams. Simple to setup within minutes.β303Updated 2 years ago
- Quick demo of setting up a deep learning Python environment using conda and pip-tools.β38Updated 3 years ago
- Feature engineering package with sklearn like functionalityβ51Updated 2 months ago
- Streamline scikit-learn model comparison.β146Updated last year
- A toolkit that streamlines and automates the generation of model cardsβ426Updated last year
- β43Updated last year
- Code accompanying the "Debugging machine learning in production" talkβ29Updated 2 years ago
- An open-source AutoML Library based on PyTorchβ306Updated last month
- Toy example of an applied ML pipeline for me to experiment with MLOps tools.β206Updated 2 years ago
- Pre-processing database using pre-written functionsβ20Updated 4 years ago
- Template repository for data science lifecycle projectβ180Updated 4 years ago
- π« PyScaffold extension for data-science projectsβ156Updated 3 weeks ago
- Building a maintainable Machine Learning pipeline using DVCβ16Updated 4 years ago
- A small python library that can clump lists of data together.β147Updated 2 years ago