{"payload":{"pageCount":3,"repositories":[{"type":"Public","name":"tmu","owner":"cair","isFork":false,"description":"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 writ…","topicNames":["gpu","incremental","cuda","regression","sparse","autoencoder","convolution","pattern-recognition","propositional-logic","relational-logic"],"topicsNotShown":4,"allTopics":["gpu","incremental","cuda","regression","sparse","autoencoder","convolution","pattern-recognition","propositional-logic","relational-logic","incremental-computation","tsetlin-machine","multi-output","absorbing-states"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":1,"issueCount":21,"starsCount":110,"forksCount":8,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-09T19:05:00.021Z"}},{"type":"Public","name":"TsetlinMachine","owner":"cair","isFork":false,"description":"Code and datasets for the Tsetlin Machine","topicNames":["machine-learning","game-theory","pattern-recognition","propositional-logic","bandit-learning","frequent-pattern-mining","learning-automata","tsetlin-machine"],"topicsNotShown":0,"allTopics":["machine-learning","game-theory","pattern-recognition","propositional-logic","bandit-learning","frequent-pattern-mining","learning-automata","tsetlin-machine"],"primaryLanguage":{"name":"Cython","color":"#fedf5b"},"pullRequestCount":0,"issueCount":0,"starsCount":450,"forksCount":48,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-04-26T09:05:07.822Z"}},{"type":"Public","name":"An-Optimized-Toolbox-for-Advanced-Image-Processing-with-Tsetlin-Machine-Composites","owner":"cair","isFork":false,"description":"An Optimized Toolbox for Advanced Image Processing with Tsetlin Machine Composites","topicNames":[],"topicsNotShown":0,"allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":0,"forksCount":0,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-04-23T10:56:12.821Z"}},{"type":"Public","name":"tm-jamming-composite","owner":"cair","isFork":false,"description":"","topicNames":[],"topicsNotShown":0,"allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":0,"forksCount":0,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-03-16T16:20:41.765Z"}},{"type":"Public","name":"pyTsetlinMachine","owner":"cair","isFork":false,"description":"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","topicNames":["machine-learning","regression","classification","convolution","propositional-logic","bandit-learning","embedding","frequent-pattern-mining","rule-based","interpretable"],"topicsNotShown":1,"allTopics":["machine-learning","regression","classification","convolution","propositional-logic","bandit-learning","embedding","frequent-pattern-mining","rule-based","interpretable","tsetlin-machine"],"primaryLanguage":{"name":"C","color":"#555555"},"pullRequestCount":0,"issueCount":8,"starsCount":122,"forksCount":24,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-03-05T13:55:20.927Z"}},{"type":"Public","name":"PySparseCoalescedTsetlinMachineCUDA","owner":"cair","isFork":true,"description":"PyCUDA implementation of the Coalesced Multi-Output Tsetlin Machine","topicNames":[],"topicsNotShown":0,"allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":0,"forksCount":4,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-02-08T11:15:10.927Z"}},{"type":"Public","name":"patchformer","owner":"cair","isFork":false,"description":"PatchFormer - Improved dense predictions using implicit representation learning","topicNames":[],"topicsNotShown":0,"allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":0,"forksCount":0,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-01-22T10:27:59.630Z"}},{"type":"Public","name":"PyCoalescedTsetlinMachineCUDA","owner":"cair","isFork":false,"description":"PyCUDA implementation of the Coalesced Multi-Output Tsetlin Machine","topicNames":["machine-learning","rule-based","logic-based-artificial-intelligence","tsetlin-machine"],"topicsNotShown":0,"allTopics":["machine-learning","rule-based","logic-based-artificial-intelligence","tsetlin-machine"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":1,"issueCount":1,"starsCount":0,"forksCount":4,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-01-21T16:32:32.411Z"}},{"type":"Public","name":"LogicalTransformerWithTsetlinMachine","owner":"cair","isFork":false,"description":"","topicNames":[],"topicsNotShown":0,"allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":1,"forksCount":0,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-12-24T14:31:52.022Z"}},{"type":"Public","name":"Plug-and-Play-Collaboration-Between-Specialized-Tsetlin-Machines","owner":"cair","isFork":true,"description":"Plug-and-play collaboration between specialized Tsetlin machines","topicNames":[],"topicsNotShown":0,"allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":0,"forksCount":3,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-10-09T18:03:04.142Z"}},{"type":"Public","name":"CorrEmbed_Evaluating_Pre-trained_Model_Efficacy","owner":"cair","isFork":false,"description":"Code for the paper \"CorrEmbed: Evaluating Pre-trained Model Efficacy with a Novel Metric Integrating Image Embedding and Tag Correlation\"","topicNames":[],"topicsNotShown":0,"allTopics":[],"primaryLanguage":{"name":"Jupyter Notebook","color":"#DA5B0B"},"pullRequestCount":0,"issueCount":0,"starsCount":0,"forksCount":0,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-09-07T13:50:35.050Z"}},{"type":"Public","name":"tm-code-type-iii-feedback","owner":"cair","isFork":false,"description":"","topicNames":[],"topicsNotShown":0,"allTopics":[],"primaryLanguage":null,"pullRequestCount":0,"issueCount":0,"starsCount":0,"forksCount":0,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-06-21T10:36:46.572Z"}},{"type":"Public","name":"PyFullSparseCoalescedTsetlinMachineCUDA","owner":"cair","isFork":true,"description":"PyCUDA implementation of the Coalesced Multi-Output Tsetlin Machine","topicNames":[],"topicsNotShown":0,"allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":0,"forksCount":4,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-06-21T10:32:16.427Z"}},{"type":"Public","name":"cair.github.io","owner":"cair","isFork":false,"description":"","topicNames":[],"topicsNotShown":0,"allTopics":[],"primaryLanguage":{"name":"HTML","color":"#e34c26"},"pullRequestCount":0,"issueCount":0,"starsCount":0,"forksCount":0,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-05-17T11:51:51.265Z"}},{"type":"Public","name":"deep-rts","owner":"cair","isFork":false,"description":"A Real-Time-Strategy game for Deep Learning research","topicNames":["python","cpp","neural-networks","tree-search","per-arne","game","machine-learning","reinforcement-learning","ai","deep-learning"],"topicsNotShown":2,"allTopics":["python","cpp","neural-networks","tree-search","per-arne","game","machine-learning","reinforcement-learning","ai","deep-learning","deep-reinforcement-learning","artificial-intelligence"],"primaryLanguage":{"name":"C++","color":"#f34b7d"},"pullRequestCount":3,"issueCount":9,"starsCount":189,"forksCount":34,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-05-16T22:11:41.772Z"}},{"type":"Public","name":"pyVNC","owner":"cair","isFork":false,"description":"VNC Client Library for Python","topicNames":[],"topicsNotShown":0,"allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":1,"issueCount":6,"starsCount":86,"forksCount":32,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-03-03T03:32:29.246Z"}},{"type":"Public","name":"tmu-datasets","owner":"cair","isFork":false,"description":"A dataset repository for datasets in tmu","topicNames":[],"topicsNotShown":0,"allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":3,"forksCount":0,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-02-09T07:51:17.823Z"}},{"type":"Public","name":"pyTsetlinMachineParallel","owner":"cair","isFork":false,"description":"Multi-threaded implementation of the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features and multigranularity.","topicNames":["machine-learning","regression","classification","convolution","propositional-logic","bandit-learning","frequent-pattern-mining","rule-based","interpretable-machine-learning","tsetlin-machine"],"topicsNotShown":0,"allTopics":["machine-learning","regression","classification","convolution","propositional-logic","bandit-learning","frequent-pattern-mining","rule-based","interpretable-machine-learning","tsetlin-machine"],"primaryLanguage":{"name":"C","color":"#555555"},"pullRequestCount":0,"issueCount":0,"starsCount":39,"forksCount":9,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-01-03T11:16:09.976Z"}},{"type":"Public","name":"PyTsetlinMachineCUDA","owner":"cair","isFork":false,"description":"Massively Parallel and Asynchronous Architecture for Logic-based AI","topicNames":["gpu","cuda","classification","logic-based-artificial-intelligence","learning-automata","tsetlin-machine","regression","convolution"],"topicsNotShown":0,"allTopics":["gpu","cuda","classification","logic-based-artificial-intelligence","learning-automata","tsetlin-machine","regression","convolution"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":2,"starsCount":41,"forksCount":3,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-01-03T11:15:34.468Z"}},{"type":"Public","name":"Tsetlin-Machine-Deep-Neural-Network-Recommendation-System-Comparison","owner":"cair","isFork":false,"description":"","topicNames":[],"topicsNotShown":0,"allTopics":[],"primaryLanguage":{"name":"Jupyter Notebook","color":"#DA5B0B"},"pullRequestCount":0,"issueCount":0,"starsCount":1,"forksCount":0,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-12-20T08:39:11.422Z"}},{"type":"Public","name":"awesome-tsetlin-machine","owner":"cair","isFork":false,"description":"A curated list of Tsetlin Machine research","topicNames":[],"topicsNotShown":0,"allTopics":[],"primaryLanguage":null,"pullRequestCount":0,"issueCount":0,"starsCount":12,"forksCount":0,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-11-28T23:07:23.020Z"}},{"type":"Public","name":"TM-XOR-proof","owner":"cair","isFork":false,"description":"#tsetlin-machine #machine-learning #game-theory #propositional-logic #pattern-recognition #bandit-learning #frequent-pattern-mining #learning-automata","topicNames":[],"topicsNotShown":0,"allTopics":[],"primaryLanguage":{"name":"Cython","color":"#fedf5b"},"pullRequestCount":0,"issueCount":0,"starsCount":5,"forksCount":1,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-08-24T13:32:19.652Z"}},{"type":"Public","name":"datasets","owner":"cair","isFork":false,"description":"","topicNames":[],"topicsNotShown":0,"allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":0,"forksCount":0,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-08-09T18:08:18.624Z"}},{"type":"Public","name":"DeepAxie","owner":"cair","isFork":false,"description":"Implementation of a simplified Axie Infinity Environment in C++ that is used to train an agent with the reinforcement learning algorithm DQN to play the game.","topicNames":[],"topicsNotShown":0,"allTopics":[],"primaryLanguage":{"name":"C++","color":"#f34b7d"},"pullRequestCount":0,"issueCount":0,"starsCount":1,"forksCount":0,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-05-29T22:17:38.242Z"}},{"type":"Public","name":"deep-line-wars","owner":"cair","isFork":false,"description":"","topicNames":["game","python","machine-learning","reinforcement-learning","ai","deep-learning","cpp","deep-reinforcement-learning","artificial-intelligence","neural-networks"],"topicsNotShown":3,"allTopics":["game","python","machine-learning","reinforcement-learning","ai","deep-learning","cpp","deep-reinforcement-learning","artificial-intelligence","neural-networks","tree-search","reinforcement-learning-environments","per-arne"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":1,"issueCount":0,"starsCount":1,"forksCount":1,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-05-12T10:38:32.810Z"}},{"type":"Public","name":"nix-tts","owner":"cair","isFork":true,"description":"🐤 Nix-TTS: An Incredibly Lightweight End-to-End Text-to-Speech Model via Non End-to-End Distillation","topicNames":[],"topicsNotShown":0,"allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":2,"forksCount":30,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-03-31T03:00:12.302Z"}},{"type":"Public","name":"ray-bugfix","owner":"cair","isFork":false,"description":"A workaround to issues with Rllib, given it does not work for your current gym environment. CarRacing-v0 is one of these.","topicNames":[],"topicsNotShown":0,"allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":1,"forksCount":0,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-02-24T19:07:17.353Z"}},{"type":"Public","name":"deep-warehouse","owner":"cair","isFork":false,"description":"A Simulator for complex logistic environments","topicNames":["game","python","machine-learning","reinforcement-learning","ai","deep-learning","cpp","deep-reinforcement-learning","artificial-intelligence","neural-networks"],"topicsNotShown":3,"allTopics":["game","python","machine-learning","reinforcement-learning","ai","deep-learning","cpp","deep-reinforcement-learning","artificial-intelligence","neural-networks","tree-search","reinforcement-learning-environments","per-arne"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":7,"forksCount":0,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-02-20T17:28:19.497Z"}},{"type":"Public","name":"deep_maze","owner":"cair","isFork":false,"description":"","topicNames":["game","python","machine-learning","reinforcement-learning","ai","deep-learning","cpp","deep-reinforcement-learning","artificial-intelligence","neural-networks"],"topicsNotShown":3,"allTopics":["game","python","machine-learning","reinforcement-learning","ai","deep-learning","cpp","deep-reinforcement-learning","artificial-intelligence","neural-networks","tree-search","reinforcement-learning-environments","per-arne"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":2,"starsCount":22,"forksCount":13,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-02-06T10:20:13.699Z"}},{"type":"Public","name":"tsetlinmachinecuda","owner":"cair","isFork":false,"description":"","topicNames":[],"topicsNotShown":0,"allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":0,"forksCount":0,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2021-11-15T12:39:21.659Z"}}],"repositoryCount":69,"userInfo":null,"searchable":true,"definitions":[],"typeFilters":[{"id":"all","text":"All"},{"id":"public","text":"Public"},{"id":"source","text":"Sources"},{"id":"fork","text":"Forks"},{"id":"archived","text":"Archived"},{"id":"template","text":"Templates"}],"compactMode":false},"title":"Repositories"}