SparseL's repositories
TimeSeries_Paper
the latest top conference paper about time series or sequence data.
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
Awesome-Incremental-Learning
Awesome Incremental Learning
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
awesome-monte-carlo-tree-search-papers
A curated list of Monte Carlo tree search papers with implementations.
awesome-papers-fewshot
Collection for Few-shot Learning
coco
Numerical Black-Box Optimization Benchmarking Framework
deep-neuroevolution
Deep Neuroevolution
emukit
A Python-based toolbox of various methods in uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.
FCMpy
Fuzzy Cognitive Maps for Behavior Change Interventions and Evaluation
humpday
Elo ratings for global black box derivative-free optimizers
InceptionTime
InceptionTime: Finding AlexNet for Time Series Classification
LibMTL
LibMTL: A PyTorch Library for Multi-Task Learning
machine_unlearning
Existing Literature about Machine Unlearning
MTO-Platform
Multi-Task Optimization Platform 多任务优化平台
Multitasking-Optimization
Summary of Multitasking Optimization
Online-GED
Online Discovery of evolving systems
PyDMD
Python Dynamic Mode Decomposition
smt
Surrogate Modeling Toolbox
TimeGAN
Codebase for Time-series Generative Adversarial Networks (TimeGAN) - NeurIPS 2019
transdim
Machine learning for transportation data imputation and prediction.
ydata-synthetic
Synthetic structured data generators