There are 6 repositories under adaptive-learning topic.
:chart_with_upwards_trend: Adaptive: parallel active learning of mathematical functions
A flexible, adaptive classification system for dynamic text classification
ParaMonte: Parallel Monte Carlo and Machine Learning Library for Python, MATLAB, Fortran, C++, C.
Data stream analytics: Implement online learning methods to address concept drift and model drift in data streams using the River library. Code for the paper entitled "PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams" published in IEEE GlobeCom 2021.
The Tornado :tornado: framework, designed and implemented for adaptive online learning and data stream mining in Python.
Codes for "Deep Joint Source-Channel Coding for Wireless Image Transmission with Adaptive Rate Control", ICASSP 2022
[Mat. & Des. 2024 | NPJ CM 2024] Offical implement of Bgolearn
Adaptive and Focusing Neural Layers for Multi-Speaker Separation Problem
たまに追加される論文メモ
DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)
Adaptive and fault tolerant flight control with Adaptive Neural Networks
An adaptive model for prediction of one day ahead foreign currency exchange rates using machine learning algorithms
Code of the paper:A Self-adaptive Weighted Differential Evolution Approach for Large-scale Feature Selection --[Knowledge-Based Systems 22]
Parametrically designing my PhD thesis cover using adaptive sampling, neural networks, and quantum physics
Data stream analytics: Implement online learning methods to address concept drift and model drift in dynamic data streams. Code for the paper entitled "A Multi-Stage Automated Online Network Data Stream Analytics Framework for IIoT Systems" published in IEEE Transactions on Industrial Informatics.
Code for "End-to-End Adaptive Sampling and Representation for Event-based Detection with Recurrent Spiking Neural Networks", ECCV 2024
This work investigates automatic hyperparameter tuning for planners such as DWA and TEB, and our navigation framework LE-Nav can be used to adjust hyperparameters of any optimization-based planner.
Run many functions (adaptively) on many cores (>10k-100k) using mpi4py.futures, ipyparallel, loky, or dask-mpi. :tada:
Algorithmic trading using heterogeneous graph neural network and reinforcement learning, pre-alpha
The simulator for education
Conditional Associative Logic Memory
Repository for Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth Prediction (CVPR2019)
Framework for building AI agents with real-time adaptive learning capabilities.
[IEEE TKDE 2023] A list of up-to-date papers on streaming tensor decomposition, tensor tracking, dynamic tensor analysis
Adaptive Reinforcement Learning of curious AI basketball agents
ARTML- Real time learning
Personalized Training for the Sequence Learning task with the NAO robot and the MUSE EEG sensor
Streamline university exam prep. Our AI-powered platform uses OCR to organize study materials and creates personalized, adaptive learning experiences from them.
An implementation of the most common Adaptive Signal Processing Algorithms often used for time-series prediction and noise filtering/cancellation
This repo contains of various components of the Interactive web app : Edu Squad , designed on the theme of Adaptive Learning. Features are implemented, so as to help make the virtual Learning fun & efficient
Sequential adaptive elastic net (SAEN) approach, complex-valued LARS solver for weighted Lasso/elastic-net problems, and sparsity (or model) order detection with an application to single-snapshot source localization.