Repository Index

🌊 Online machine learning in Python

• incremental-learning
• machine-learning
• python
• online-learning

QuadriFlow: A Scalable and Robust Method for Quadrangulation

• quadriflow
• quad
• remeshing
• quadrangulation

Code for PaperRobot: Incremental Draft Generation of Scientific Ideas

• pytorch
• memory-networks
• generation
• end-to-end-learning

Support vector machines (SVMs) and related kernel-based learning algorithms are a well-known class of machine learning algorithms, for non-parametric classification and regression. liquidSVM is an implementation of SVMs whose key features are: fully integrated hyper-parameter selection, extreme speed on both small and large data sets, full flexibility for experts, and inclusion of a variety of different learning scenarios: multi-class classification, ROC, and Neyman-Pearson learning, and least-squares, quantile, and expectile regression.

• svm
• regression
• classification
• machine-learning

A versatile, fully open-source pipeline to extract phenotypic measurements from plant images

• deep-learning
• plant-phenotyping
• nextflow
• scikit-image

The public release of the Babel2 framework, a framework for Fluid Construction Grammar, multi-agent experiments and Incremental Recruitment Language.