Ứng dụng chăm sóc sức khỏe tinh thần thông minh

The Numenta Anomaly Benchmark

Text categorization using Hierarchical Temporal Memory (HTM)

A wrapper around htm.core for streaming anomaly detection on numeric or categorical data

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…

Internship task on Spatial Pooler

[Coursera] Reinforcement Learning Specialization by "University of Alberta" & "Alberta Machine Intelligence Institute"

Numenta published papers code and data

Using HTM for NLP.

A toolkit for robot learning research.

Experimental algorithms. Unsupported.

LeetSpeak is a Python program for translating English messages into leetspeak.

Cracking the Coding Interview 6th Ed. Python Solutions

Input-output hidden markov model for individual mobility prediction with interpretability

Hierarchical Framework for Interpretable Deep Reinforcement Learning Based- Predictive Maintenance (Applied to NASA Turbofan engine dataset)

Continuous-time Hidden Markov Model

Methods of using generative LLMs like GPT in fields of data augmentation and reinforcement learning.

Repository for EM-based learning of continuous-time hidden Markov model and decoding