stanford-futuredata / omgLinks
☆22Updated last year
Alternatives and similar repositories for omg
Users that are interested in omg are comparing it to the libraries listed below
Sorting:
- SPEAR: Programmatically label and build training data quickly.☆108Updated last year
- Inspect ML Pipelines in Python in the form of a DAG☆70Updated last year
- A library of Reversible Data Transforms☆127Updated this week
- ☆30Updated 3 years ago
- Measuring data importance over ML pipelines using the Shapley value.☆43Updated 3 months ago
- Model Validation Toolkit is a collection of tools to assist with validating machine learning models prior to deploying them to production…☆29Updated last year
- A benchmark of data-centric tasks from across the machine learning lifecycle.☆72Updated 3 years ago
- Foundation Models for Data Tasks☆108Updated 2 years ago
- Template-based generation of DAG cards from Metaflow classes, inspired by Google cards for machine learning models.☆30Updated 3 years ago
- Hyperparameter tuning via uncertainty modeling☆47Updated last year
- this repo might get accepted☆28Updated 4 years ago
- Tabular feature encoding pipelines for machine learning with options for string parsing, missing data infill, and stochastic perturbation…☆165Updated last month
- This is the demo code associated with the paper: W. Gong , S. Tschiatschek, S. Nowozin, R.E. Turner, J.M. Hernández-Lobato, C.Zhang Icebr…☆43Updated 5 years ago
- Repository for the ML Technology Readiness Levels framework☆39Updated last year
- Jenga is an experimentation library that allows data science practititioners and researchers to study the effect of common data corruptio…☆41Updated 2 years ago
- Weakly Supervised End-to-End Learning (NeurIPS 2021)☆156Updated 2 years ago
- machine learning model performance metrics & charts with confidence intervals, optimized with numba to be fast☆16Updated 3 years ago
- Code repository for our paper "Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift": https://arxiv.org/abs/1810.119…☆105Updated last year
- Hypergol is a Data Science/Machine Learning productivity toolkit to accelerate any projects into production with autogenerated code, stan…☆53Updated 2 years ago
- Concept drift monitoring for HA model servers.☆102Updated 2 years ago
- ☆139Updated last year
- Generating Training Data Made Easy☆43Updated 5 years ago
- A unified wrapper for various ML frameworks - to have one uniform scikit-learn format for predict and predict_proba functions.☆48Updated 7 months ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆82Updated 3 years ago
- automatic data slicing☆34Updated 3 years ago
- Instant search for and access to many datasets in Pyspark.☆34Updated 2 years ago
- Public repository holding examples for dataheroes library☆24Updated 2 months ago
- Ludwig benchmark☆19Updated 3 years ago
- Flow with FlorDB 🌻☆154Updated 3 months ago
- Projects developed by Domino's R&D team☆77Updated 3 years ago