FourthBrain / Branching-out-of-the-Notebook
This repository will take you through creating a FastAPI StableDiffusion app (including Dockerfile) all the way to adding a new feature using industry standard branch development!
☆36Updated last year
Related projects: ⓘ
- This repository contains the files to build your very own AI image generation web application! Outlined are the core components of the F…☆160Updated last year
- Set up your local environment to do some real Machine Learning Operations software development, just like pro MLOps practitioners.☆237Updated last year
- A simple guide to MLOps through ZenML and its various integrations.☆182Updated 7 months ago
- Open source Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in PyTorch, OpenCV (compiled for G…☆82Updated 10 months ago
- A repository that showcases how you can use ZenML with Git☆62Updated last month
- Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop☆34Updated 9 months ago
- Fetch, transform and plot real-time OHLC data from Coinbase using Bytewax, Bokeh and Streamlit☆122Updated 4 months ago
- Practical Deep Learning at Scale with MLFlow, published by Packt☆157Updated 9 months ago
- 📝 Examples of how to use Neptune for different use cases and with various MLOps tools☆76Updated 3 weeks ago
- Demo for CI/CD in a machine learning project☆91Updated last year
- Test LLMs automatically with Giskard and CI/CD☆28Updated last month
- MLOps maturity assessment☆48Updated last year
- Dockerized Jupyter notebook to run commands from the ML Python Cookbook☆29Updated last year
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆121Updated last year
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆247Updated last week
- Building your first LLM application with OpenAI, Chainlit, and Hugging Face, step-by-step!☆70Updated 4 months ago
- Machine Learning Engineering Camp 2022☆40Updated last year
- ☆21Updated last year
- Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applications☆95Updated last year
- An example MLFlow project☆47Updated 2 years ago
- Code samples for the Effective Data Science Infrastructure book☆106Updated last year
- Workshop material for PyCon DE 2022 by @Vinesse and @sleepypioneer☆17Updated last year
- Syllabus for Artificial Intelligence for Product Innovation Master of Engineering: https://ai.meng.duke.edu/degree☆33Updated last year
- A list of projects relying on Iterative.AI tools to achieve awesomeness☆64Updated 2 months ago
- Demo on how to use Prefect with Docker☆26Updated 2 years ago
- Two sample projects built for the FourthBrain Generative AI Workshop☆71Updated 7 months ago
- ☆31Updated last year
- Example code and notebooks related to mlflow, llmops, etc.☆41Updated 2 months ago
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆61Updated 4 months ago
- This repository contains instructions, template source code and examples on how to serve/deploy machine learning models using various fra…☆53Updated last year