RAMitchell / xgb-bias-variance
☆14Updated 5 years ago
Related projects: ⓘ
- ☆15Updated last year
- Python implementation of R package breakDown☆41Updated last year
- Notebook demonstrating use of LIME to interpret a model of long-term relationship success☆23Updated 7 years ago
- A collection of IPython Notebooks containing my research.☆20Updated 6 years ago
- ☆22Updated last year
- ☆22Updated this week
- Tutorial on multilevel modeling, using Gelman radon example☆55Updated 9 years ago
- Visualization ideas for data science☆19Updated 6 years ago
- Short course on nonparametric inference in auditing and litigation, XXIX Foro Internacional de Estadistica, Puebla, MX☆15Updated 7 years ago
- Introductory overview of Bayesian inference☆44Updated 5 years ago
- ☆25Updated 6 years ago
- ☆30Updated 6 years ago
- Machine Learning encoders for feature transformation & engineering: target encoder, weight of evidence, label encoder.☆23Updated 4 years ago
- Analysis of Categorical Encodings for dense Decision Trees☆41Updated 7 years ago
- Repo for PyData 2019 Tutorial - New Trends in Estimation and Inference☆26Updated 4 years ago
- Fast, accurate, lightweight, multi-core ML in Python, leveraging Vowpal Wabbit☆22Updated 6 years ago
- Materials for Machine Learning with H2O Open Platform at ODSC Masterclass Summit 2017☆12Updated 7 years ago
- CBM Encoding☆19Updated 3 years ago
- ☆17Updated this week
- A tutorial in impact encoding for categorical features☆11Updated 6 years ago
- Probabilistic Programming in Python. Uses Theano as a backend, supports NUTS and ADVI.☆9Updated 3 months ago
- Distributed, large-scale, benchmarking framework for rigorous assessment of automatic machine learning repositories, projects, and librar…☆30Updated 2 years ago
- State management framework for Data Science & Analytics☆19Updated 4 years ago
- ☆16Updated 5 years ago
- introduction class to recommendation systems☆22Updated 5 years ago
- GBM multicore scaling: h2o, xgboost and lightgbm on multicore and multi-socket systems☆20Updated 6 years ago
- ☆15Updated 6 years ago
- Short introduction to Bayesian statistical modelling with PyMC3☆18Updated 4 years ago
- Python implementation of machine learning metrics☆14Updated 6 years ago
- 57th place solution in "Bosch Production Line Performance"☆19Updated 7 years ago