deepchecks / monitoring
Deepchecks Monitoring- Continuous Validation of ML Models & Data In Production.
☆25Updated this week
Related projects ⓘ
Alternatives and complementary repositories for monitoring
- 💯 OSS version of Deepchecks' monitoring platform, synced from https://github.com/deepchecks/monitoring☆14Updated this week
- An abstraction layer for parameter tuning☆36Updated 2 months ago
- Convert monolithic Jupyter notebooks 📙 into maintainable Ploomber pipelines. 📊☆78Updated 2 months ago
- Drift detection module for machine learning pipelines.☆21Updated last year
- PyCon Talks 2022 by Antoine Toubhans☆23Updated 2 years ago
- Projects developed by Domino's R&D team☆76Updated 2 years ago
- A tutorial on how to use kedro-mlflow plugin (https://github.com/Galileo-Galilei/kedro-mlflow) to synchronize training and inference and …☆37Updated 2 years ago
- Python package for deduplication/entity resolution using active learning☆78Updated 2 months ago
- A Modal that works with Panel in both server and notebook environments.☆20Updated 11 months ago
- A proof-of-concept for a RAG to query the scikit-learn documentation☆25Updated this week
- A software engineering framework to jump start your machine learning projects☆36Updated 5 months ago
- Kedro-Accelerator speeds up pipelines by parallelizing I/O in the background.☆35Updated 2 years ago
- Kedro Plugin to support running workflows on Kubeflow Pipelines☆53Updated 2 months ago
- Plugins, extensions, case studies, articles, and video tutorials for Kedro☆63Updated last month
- Kedro starter templates using Scikit-learn and optionally MLflow☆9Updated 11 months ago
- Prune your sklearn models☆19Updated 3 weeks ago
- ☁️ Export Ploomber pipelines to Kubernetes (Argo), Airflow, AWS Batch, SLURM, and Kubeflow.☆45Updated 2 months ago
- Model Validation Toolkit is a collection of tools to assist with validating machine learning models prior to deploying them to production…☆29Updated 11 months ago
- machine learning model performance metrics & charts with confidence intervals, optimized with numba to be fast☆16Updated 2 years ago
- Talk "Beyond pandas: The great Python dataframe showdown"☆37Updated 2 years ago
- Pythonic class-based interface to LLMs☆123Updated this week
- ☀️🦶 A lightweight framework for collaborative, open-source feature engineering☆32Updated 3 years ago
- A scikit-learn compatible estimator based on business-rules with interactive dashboard included☆28Updated 3 years ago
- Accompanies the uncool MLOps workshop☆26Updated 2 years ago
- PyRapidML is an open source Python library which not only helps in automating Machine Learning Workflows but also helps in building end t…☆14Updated 3 years ago
- Have UV deal with all your Jupyter deps.☆18Updated 2 months ago
- BigBertha is an architecture design that demonstrates how automated LLMOps (Large Language Models Operations) can be achieved on any Kube…☆26Updated last year
- Unified slicing for all Python data structures.☆36Updated 8 months ago
- Pipeline components that support partial_fit.☆43Updated 4 months ago
- Demo on how to use Prefect with Docker☆26Updated 2 years ago