pyGAM
GAMs
Provides an implementation of generalized additive models in Python for building flexible semi-parametric models
[HELP REQUESTED] Generalized Additive Models in Python
876 stars
27 watching
163 forks
Language: Python
last commit: 8 months ago
Linked from 3 awesome lists
data-sciencegamsinterpretable-machine-learningmachine-learningpythonscientific-computing
Related projects:
Repository | Description | Stars |
---|---|---|
| This implementation provides a way to represent words as multivariate Gaussian distributions, allowing scalable word embeddings. | 190 |
| An open-source Python package that uses the Stanford Geostatistical Modeling Software to perform geostatistical modeling and simulations. | 46 |
| Tools for processing input and output files from the Regional Ocean Modeling System | 141 |
| A large-scale language model for scientific domain training on redpajama arXiv split | 125 |
| A collection of Jupyter notebooks to learn Google Earth Engine with Python using real-world examples and adapting the official documentation. | 279 |
| A lightweight library for building Gaussian Process models in Python | 297 |
| A Python library implementing a genetic algorithm for optimizing machine learning algorithms and neural networks. | 1,905 |
| Provides an implementation of boosted generative models using Python | 20 |
| A Python-based software library for creating complex 3D geological models using implicit representation and stochastic modeling. | 1,013 |
| A Python interface to process geospatial and geophysical data and create publication-quality maps | 776 |
| Compiles bias evaluation datasets and provides access to original data sources for large language models | 115 |
| A Python library for expressing finite-state machines in an idiomatic way, allowing developers to define and enforce complex state transitions without cluttering their code with conditional logic. | 594 |
| Provides a low-level interface to Gaussian process models in JAX for flexible extension and customisation | 467 |
| A Python wrapper around Gmsh for creating and manipulating complex geometries | 869 |
| Develops and tests infrastructure for managing cycling workflows in data assimilation applications. | 15 |