Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
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POT : Python Optimal Transport
A collection of research papers on decision, classification and regression trees with implementations.
A curated list of gradient boosting research papers with implementations.
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.
RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.
Hyperparameter optimization and feature selection for scikit-learn using evolutionary algorithms. A modern alternative to GridSearchCV and RandomizedSearchCV.
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
BatchFlow helps you conveniently work with random or sequential batches of your data and define data processing and machine learning workflows even for datasets that do not fit into memory.
MCP server for spatial transcriptomics analysis through natural language interfaces.