microsoft / MLOpsSamplesLinks
Samples for use with MLOps
☆14Updated 2 years ago
Alternatives and similar repositories for MLOpsSamples
Users that are interested in MLOpsSamples are comparing it to the libraries listed below
Sorting:
- This repository contains sample code, which is used for a MLOps Workshop☆28Updated 2 years ago
- ☆21Updated 2 years ago
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.☆56Updated 3 years ago
- Library for Multi-objective optimization in Gradient Boosted Trees☆76Updated last year
- Template for forecasting data science project and identify consumption profiles in time series☆47Updated 2 years ago
- MLOps pipeline for NVIDIA Merlin on GKE☆41Updated 4 years ago
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆92Updated 3 years ago
- Best practices for engineering ML pipelines.☆36Updated 3 years ago
- Introduction to MLflow with a demo locally and how to set it on AWS☆43Updated 4 years ago
- ML DevOps using GitHub Actions and Azure Machine Learning☆41Updated 5 years ago
- Predict the number of deaths due to covid19 in the next two weeks☆11Updated 3 years ago
- Powerful rapid automatic EDA and feature engineering library with a very easy to use API 🌟☆53Updated 3 years ago
- Code repository for the book Feature engineering with Feature-engine☆14Updated last year
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 11 months ago
- An implementation of a full two-step recommendation pipeline applied on the Kaggle H&M data☆24Updated 3 years ago
- A neural network hyper parameter tuner☆30Updated last year
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆37Updated 4 years ago
- Supplementary material for the article "Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning"☆72Updated 3 years ago
- This repo is an approach to TDD in machine learning model operation. it covers project structure, testing essentials using pytest with Gi…☆15Updated 5 years ago
- GluonTS Implementation of Intermittent Demand Forecasting with Deep Renewal Processes arXiv:1911.10416v1 [cs.LG]☆31Updated 3 years ago
- Example machine learning pipeline with MLflow and Hydra☆95Updated 2 years ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆82Updated 3 years ago
- ☆16Updated 4 years ago
- Project demonstrating dual model deployment scenarios using Vertex AI (GCP).☆34Updated 3 years ago
- ☆24Updated 4 years ago
- Personalized Purchase Prediction of Market Baskets with Wasserstein-Based Sequence Matching☆19Updated 6 years ago
- CASPR is a deep learning framework applying transformer architecture to learn and predict from tabular data at scale.☆40Updated 2 years ago
- State-of-the-art NLP through transformer models in a modular design and consistent APIs.☆47Updated 2 years ago
- ForML - A development framework and MLOps platform for the lifecycle management of data science projects☆106Updated 2 years ago
- Various methods for generating synthetic data for data science and ML☆81Updated 4 years ago