Projects: pypi: tmu
https://packages.ecosyste.ms/registries/pypi.org/packages/tmu
Implements the Tsetlin Machine, Coalesced Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features, drop clause, Type III Feedback, focused negative sampling, multi-task classifier, autoencoder, literal budget,incremental clause evaluation, sparse computation with absorbing exclude, and one-vs-one multi-class classifier. TMU is written in Python with wrappers for C and CUDA-based clause evaluation and updating.
37 versions
Latest release: almost 3 years ago
707 downloads last month
Enhanced Analysis
Repository Activity:
Repository Owner:
Centre for Artificial Intelligence Research (CAIR) (organization)
CAIR is a centre for research excellence on artificial intelligence at the University of Agder. We attack unsolved problems, seeking superintelligence. Academic
CAIR is a centre for research excellence on artificial intelligence at the University of Agder. We attack unsolved problems, seeking superintelligence. Academic
README Analysis:
ArXiv Preprint
Science Score: 100/100
Starting Score: 100 points
Bonuses:
-
+20
Academic repository owner
Repository owned by academic institution -
+15
Institutional repository owner
Repository owned by research institution -
+6
Science terms in README
3 scientific terms found in README -
+18
Academic links
3 academic links found in README
Penalties:
-
-10
PyPI ecosystem
General-purpose ecosystem -
-15
No science keywords
No scientific terms found in keywords/classifiers
Very Likely Science (100)
Papers Mentioning tmu 1
10.1186/1746-6148-9-162
Identification of neglected cestode Taenia multicepsmicroRNAs by illumina sequencing and bioinformatic analysisCited by: 17
Author(s): Xiaotai Wu, Yan Fu, Deying Yang, Yue Xie, Runhui Zhang, Wuxing Zheng, Hongtao Nie, Yan Ning, Ning Wang, Jiahai Wang, Xiaobin Gu, Shuxian Wang, Xuerong Peng, Guangyou Yang
Software Mentions: 1
Published: over 12 years ago