kuutsav / mlopsLinks
Template for data pipelines, ML workflows, API dev and monitoring
☆44Updated 2 years ago
Alternatives and similar repositories for mlops
Users that are interested in mlops are comparing it to the libraries listed below
Sorting:
- In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits☆108Updated 4 years ago
- Maternal Health Risk prediction MLOps pipeline☆46Updated 3 years ago
- Best practices for engineering ML pipelines.☆36Updated 3 years ago
- A simple search engine to search medium stories built with streamlit and elasticsearch.☆40Updated 4 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated last year
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.☆56Updated 3 years ago
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆94Updated 3 years ago
- Public runnable examples of using John Snow Labs' OCR for Apache Spark.☆92Updated 3 weeks ago
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆49Updated 4 years ago
- Kafka variant of the MLOps Level 1 stack☆27Updated 3 years ago
- How to build and deploy an anonymization API with FastAPI and SpaCy☆71Updated 4 years ago
- "1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data…☆50Updated last year
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆233Updated last year
- Slides and notebook for the workshop on serving bert models in production☆25Updated 3 years ago
- Create a local dashboard to visualize and filter your GitHub feed☆29Updated 3 years ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆151Updated last year
- A repository that showcases how you can use ZenML with Git☆73Updated 5 months ago
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆97Updated 3 years ago
- NeatText a simple NLP package for cleaning textual data and text preprocessing☆74Updated 2 years ago
- An end-to-end project on customer segmentation☆83Updated 3 years ago
- Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'☆121Updated 2 years ago
- Introduction to MLflow with a demo locally and how to set it on AWS☆43Updated 4 years ago
- Instant search for and access to many datasets in Pyspark.☆34Updated 3 years ago
- ☆66Updated 8 months ago
- Code samples for the Effective Data Science Infrastructure book☆116Updated 2 years ago
- A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one command☆72Updated 7 months ago
- Basic and advanced MLflow examples for many ML flavors☆241Updated last year
- ☆37Updated 3 years ago
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆184Updated last year
- Deploying PyTorch Model to Production with FastAPI in CUDA-supported Docker☆104Updated 4 years ago