DataSystemsGroupUT / SmartML
SmartML: Supervised Machine Learning Automation in R
☆24Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for SmartML
- H2OAI Driverless AI Code Samples and Tutorials☆37Updated 2 weeks ago
- Python implementation of R package breakDown☆41Updated last year
- A simplified version of featuretools for Spark☆30Updated 5 years ago
- Preprint/draft article/blog on some explainable machine learning misconceptions. WIP!☆28Updated 5 years ago
- Predict whether a student will correctly answer a problem based on past performance using automated feature engineering☆32Updated 4 years ago
- Analysis of Categorical Encodings for dense Decision Trees☆41Updated 7 years ago
- Repository for the research and implementation of categorical encoding into a Featuretools-compatible Python library☆50Updated 2 years ago
- Guidelines for the responsible use of explainable AI and machine learning.☆17Updated last year
- Sample data science projects (machine learning, optimization, business intelligence)☆26Updated 6 years ago
- Sample use case for Xavier AI in Healthcare conference: https://www.xavierhealth.org/ai-summit-day2/☆26Updated 4 months ago
- Sample techniques for a variety of feature extraction methods☆32Updated 3 years ago
- Notebook demonstrating use of LIME to interpret a model of long-term relationship success☆24Updated 7 years ago
- Advanced GBM Workshop - Budapest, Nov 2019☆12Updated 4 years ago
- Practical ideas on securing machine learning models☆36Updated 3 years ago
- ☆14Updated 5 years ago
- Companion repository to blog posts https://dsnotes.com/post/2017-01-27-lessons-learned-from-outbrain-click-prediction-kaggle-competition/…☆21Updated 7 years ago
- Surrogate Assisted Feature Extraction☆36Updated 3 years ago
- ☆14Updated 6 years ago
- ☆22Updated last year
- Paper and talk from KDD 2019 XAI Workshop☆20Updated 4 years ago
- Public repository made for Automated Feature Engineering workshop (Summer Data Conf, Odessa, 2018-07-21)☆19Updated 6 years ago
- Materials for Machine Learning with H2O Open Platform at ODSC Masterclass Summit 2017☆12Updated 7 years ago
- ☆35Updated 9 months ago
- Distributed, large-scale, benchmarking framework for rigorous assessment of automatic machine learning repositories, projects, and librar…☆30Updated 2 years ago
- ☆9Updated 8 years ago
- A curated list of gradient boosting machines (GBM) resources☆10Updated 5 years ago
- Predict the poverty of households in Costa Rica using automated feature engineering.☆23Updated 4 years ago
- XAI Stories. Case studies for eXplainable Artificial Intelligence☆29Updated 4 years ago