enochkan / awesome-ml-stackLinks
A curated list of up-to-date company blogs and media on their machine learning stacks.
☆40Updated 3 years ago
Alternatives and similar repositories for awesome-ml-stack
Users that are interested in awesome-ml-stack are comparing it to the libraries listed below
Sorting:
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆215Updated 3 months ago
- Streamline scikit-learn model comparison.☆142Updated 3 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆256Updated 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…☆400Updated last year
- Explore and compare 1K+ accurate decision trees in your browser!☆168Updated last year
- Start a data science project with modern tools☆204Updated 2 years ago
- ML pipeline orchestration and model deployments on Kubernetes.☆435Updated 2 years ago
- Template repository for data science lifecycle project☆200Updated 5 years ago
- pipreqs with jupyter notebook support☆72Updated 2 years ago
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆185Updated last year
- The Fuzzy Labs guide to the universe of open source MLOps☆476Updated 8 months ago
- Doubt your data, find bad labels.☆516Updated last year
- Fast SHAP value computation for interpreting tree-based models☆553Updated 2 years ago
- [Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes☆181Updated 2 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆234Updated last year
- The Data Science Lifecycle Process is a process for taking data science teams from Idea to Value repeatedly and sustainably. The process …☆523Updated 4 years ago
- Get started DVC project (NLP, random forest)☆191Updated last year
- ☆150Updated 2 months ago
- Creates dynamic html report from jupyter notebook.☆333Updated last year
- Automatically export Jupyter notebooks to various file formats (.py, .html, and more) on save.☆84Updated 4 months ago
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆394Updated 3 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
- MLOpsCommunity's reading group for _Practical MLOps_ by Noah Gift and Alfredo Deza☆53Updated 3 years ago
- An abstraction layer for parameter tuning☆35Updated last month
- skops is a Python library helping you share your scikit-learn based models and put them in production☆512Updated last week
- Move fast from data science prototype to pipeline. Capture, analyze, and transform messy notebooks into data pipelines with just two line…☆669Updated 11 months ago
- Monitor the stability of a Pandas or Spark dataframe ⚙︎☆510Updated last month
- Model Agnostic Confidence Estimator (MACEST) - A Python library for calibrating Machine Learning models' confidence scores☆100Updated 4 months ago
- It's all in the name☆82Updated 2 years ago
- ☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes☆294Updated last year