jacopotagliabue / you-dont-need-a-bigger-boatLinks
An end-to-end implementation of intent prediction with Metaflow and other cool tools
☆869Updated 2 years ago
Alternatives and similar repositories for you-dont-need-a-bigger-boat
Users that are interested in you-dont-need-a-bigger-boat are comparing it to the libraries listed below
Sorting:
- The Fuzzy Labs guide to the universe of open source MLOps☆469Updated last month
- Joining the modern data stack with the modern ML stack☆197Updated 2 years ago
- 🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞☆720Updated last year
- ☆704Updated 2 years ago
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆236Updated 2 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆255Updated 9 months ago
- Behavioral "black-box" testing for recommender systems☆467Updated last year
- 🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud sto…☆394Updated 6 months ago
- 📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)☆612Updated 2 years ago
- Software Architecture for ML engineers☆410Updated 3 years ago
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆392Updated 2 years ago
- 🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more☆442Updated 3 years ago
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆264Updated 2 years ago
- Coarse-grained lineage and tracing for machine learning pipelines.☆469Updated 2 years ago
- CDF SIG MLOps☆626Updated 7 months ago
- ☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes☆294Updated 7 months ago
- Move fast from data science prototype to pipeline. Capture, analyze, and transform messy notebooks into data pipelines with just two line…☆667Updated 4 months ago
- ML pipeline orchestration and model deployments on Kubernetes.☆435Updated last year
- Doubt your data, find bad labels.☆513Updated last year
- Basic and advanced MLflow examples for many ML flavors☆229Updated 11 months ago
- A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)☆218Updated 2 weeks ago
- skops is a Python library helping you share your scikit-learn based models and put them in production☆491Updated 3 weeks ago
- UnionML: the easiest way to build and deploy machine learning microservices☆335Updated last year
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆183Updated last year
- Data Quality assessment with one line of code☆446Updated last week
- The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to s…☆700Updated last month
- A Collection of GitHub Actions That Facilitate MLOps☆208Updated 2 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆233Updated last year
- Curated list of open source tooling for data-centric AI on unstructured data.☆719Updated last year
- An ongoing list of pandas quirks☆971Updated 2 years ago