mlabonne / linear-programming-courseLinks
Hands-on course about linear programming and mathematical optimization.
☆110Updated 2 years ago
Alternatives and similar repositories for linear-programming-course
Users that are interested in linear-programming-course are comparing it to the libraries listed below
Sorting:
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆95Updated 3 years ago
- Adding timestamps to NumFOCUS and PyData YouTube videos!☆106Updated 3 years ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆151Updated last year
- Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applications☆105Updated 2 years ago
- Data Structures and Information Retrieval in Python☆135Updated last year
- Automatically transform all categorical, date-time, NLP variables to numeric in a single line of code for any data set any size.☆65Updated last year
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated last year
- Learn how to create reliable ML systems by testing code, data and models.☆91Updated 3 years ago
- Public notebooks and datasets to accompany the Data Analysis with Polars course on Udemy☆45Updated 2 years ago
- Demo on how to use Prefect with Docker☆27Updated 3 years ago
- Study the temporal performance degradation of machine learning models.☆16Updated 2 years ago
- 📈🔍 Lets Python do AB testing analysis.☆78Updated 9 months ago
- A repository that showcases how you can use ZenML with Git☆73Updated 2 weeks ago
- A simple and fast sklearn-compatible conformal predictions with random forests for both classification and regression tasks.☆44Updated 5 months ago
- ☆57Updated 8 months ago
- Slides for "Feature engineering for time series forecasting" talk☆65Updated 3 years ago
- ForML - A development framework and MLOps platform for the lifecycle management of data science projects☆107Updated 2 years ago
- Tries to shrink your Pandas column dtypes with no data loss so you have more spare RAM☆86Updated 2 years ago
- Find data quality issues and clean your data in a single line of code with a Scikit-Learn compatible Transformer.☆135Updated 2 years ago
- pipreqs with jupyter notebook support☆71Updated 2 years ago
- Full Stack Graph Machine Learning: Theory, Practice, Tools and Techniques☆81Updated last month
- Learn to build a modular real-time feature pipeline, so you avoid Offline-Online Feature Skew, and your deployed ML models work as expect…☆45Updated last year
- ☆25Updated 3 weeks ago
- Code and materials for Effective Polars book☆84Updated last year
- ML algorithms in depth☆272Updated last year
- Open source Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in PyTorch, OpenCV (compiled for G…☆87Updated 2 years ago
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆37Updated 4 years ago
- Effective and Scalable Recommendation Systems☆61Updated last year
- The Orange Book of Machine Learning☆56Updated 4 months ago
- Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).☆97Updated 3 years ago