Centre for Artificial Intelligence Research (CAIR)
CAIR is a centre for research excellence on artificial intelligence at the University of Agder. We attack unsolved problems, seeking superintelligence.
Grimstad, Norway
Pinned Repositories
deep-rts
A Real-Time-Strategy game for Deep Learning research
fast-tsetlin-machine-with-mnist-demo
A fast Tsetlin Machine implementation employing bit-wise operators, with MNIST demo.
Fire-Detection-Image-Dataset
This dataset contains normal images and images with fire. It is highly unbalanced to reciprocate real world situations. It consists of a variety of scenarios and different fire situations (intensity, luminosity, size, environment etc).
GraphTsetlinMachine
Tsetlin Machine for Logical Learning and Reasoning With Graphs
pyTsetlinMachine
Implements the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, Weighted Tsetlin Machine, and Embedding Tsetlin Machine, with support for continuous features, multigranularity, clause indexing, and literal budget
pyVNC
VNC Client Library for Python
rl
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, and one-vs-one multi-class classifier. TMU is written in Python with wrappers for C and CUDA-based clause evaluation and updating.
TsetlinMachine
Code and datasets for the Tsetlin Machine
TsetlinMachineBook
Python code accompanying the book "An Introduction to Tsetlin Machines".
Centre for Artificial Intelligence Research (CAIR)'s Repositories
cair/TsetlinMachine
Code and datasets for the Tsetlin Machine
cair/deep-rts
A Real-Time-Strategy game for Deep Learning research
cair/pyTsetlinMachine
Implements the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, Weighted Tsetlin Machine, and Embedding Tsetlin Machine, with support for continuous features, multigranularity, clause indexing, and literal budget
cair/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, and one-vs-one multi-class classifier. TMU is written in Python with wrappers for C and CUDA-based clause evaluation and updating.
cair/pyVNC
VNC Client Library for Python
cair/PyTsetlinMachineCUDA
Massively Parallel and Asynchronous Architecture for Logic-based AI
cair/pyTsetlinMachineParallel
Multi-threaded implementation of the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features and multigranularity.
cair/GraphTsetlinMachine
Tsetlin Machine for Logical Learning and Reasoning With Graphs
cair/awesome-tsetlin-machine
A curated list of Tsetlin Machine research
cair/TM-XOR-proof
#tsetlin-machine #machine-learning #game-theory #propositional-logic #pattern-recognition #bandit-learning #frequent-pattern-mining #learning-automata
cair/tmu-datasets
A dataset repository for datasets in tmu
cair/CorrEmbed_Evaluating_Pre-trained_Model_Efficacy
Code for the paper "CorrEmbed: Evaluating Pre-trained Model Efficacy with a Novel Metric Integrating Image Embedding and Tag Correlation"
cair/LogicalTransformerWithTsetlinMachine
cair/Tsetlin-Machine-Deep-Neural-Network-Recommendation-System-Comparison
cair/An-Optimized-Toolbox-for-Advanced-Image-Processing-with-Tsetlin-Machine-Composites
An Optimized Toolbox for Advanced Image Processing with Tsetlin Machine Composites
cair/Style_Quiz
cair/cair.github.io
cair/datasets
cair/dpcl-classifier
cair/GraphTsetlinMachineOld
Implements the Graph Tsetlin Machine
cair/patchformer
PatchFormer - Improved dense predictions using implicit representation learning
cair/per-jsp
Performant execution runtime for JSP
cair/Plug-and-Play-Collaboration-Between-Specialized-Tsetlin-Machines
Plug-and-play collaboration between specialized Tsetlin machines
cair/PyCoalescedTsetlinMachineCUDA
PyCUDA implementation of the Coalesced Multi-Output Tsetlin Machine
cair/PyFullSparseCoalescedTsetlinMachineCUDA
PyCUDA implementation of the Coalesced Multi-Output Tsetlin Machine
cair/PySparseCoalescedTsetlinMachineCUDA
PyCUDA implementation of the Coalesced Multi-Output Tsetlin Machine
cair/team-pa-monorepo
cair/tm-code-type-iii-feedback
cair/tm-jamming-composite
cair/Vibrent_Clothes_Rental_Dataset_Collection