NannyML / nannyml
nannyml: post-deployment data science in python
☆1,960Updated this week
Related projects ⓘ
Alternatives and complementary repositories for nannyml
- Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML va…☆3,608Updated this week
- Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.☆2,305Updated 3 months ago
- Feature engineering package with sklearn like functionality☆1,913Updated this week
- Algorithms for outlier, adversarial and drift detection☆2,240Updated last week
- ZenML 🙏: The bridge between ML and Ops. https://zenml.io.☆4,047Updated this week
- PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics☆1,169Updated last week
- Prepping tables for machine learning☆1,207Updated this week
- Extra blocks for scikit-learn pipelines.☆1,271Updated this week
- 🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models☆2,736Updated last week
- Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).☆1,396Updated this week
- 🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞☆717Updated last year
- A scikit-learn-compatible module to estimate prediction intervals and control risks based on conformal predictions.☆1,295Updated this week
- The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️☆3,510Updated last month
- ☆703Updated 2 years ago
- Algorithms for explaining machine learning models☆2,409Updated 3 months ago
- Template for a data science project☆692Updated 3 weeks ago
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆845Updated last year
- Scalable machine 🤖 learning for time series forecasting.☆890Updated this week
- EvalML is an AutoML library written in python.☆774Updated this week
- Use advanced feature engineering strategies and select best features from your data set with a single line of code. Created by Ram Seshad…☆588Updated 6 months ago
- Build animated charts in Jupyter Notebook and similar environments with a simple Python syntax.☆951Updated 6 months ago
- Monitor the stability of a Pandas or Spark dataframe ⚙︎☆495Updated last month
- Temporian is an open-source Python library for preprocessing ⚡ and feature engineering 🛠 temporal data 📈 for machine learning applicati…☆674Updated 3 months ago
- Data Quality assessment with one line of code☆426Updated this 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…☆686Updated this week
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆2,959Updated 2 months ago
- Curated list of open source tooling for data-centric AI on unstructured data.☆699Updated 11 months ago
- Predictive Power Score (PPS) in Python☆1,115Updated 8 months ago
- The Fuzzy Labs guide to the universe of open source MLOps☆448Updated 3 months ago
- A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rew…☆2,003Updated last month