Caleb's repositories
Awesome-Continual-Learning
A paper list of our recent survey on continual learning, and other useful resources in this field.
Binary-Whale-Optimization-Algorithm
Tawhid, M.A., Ibrahim, A.M. Feature selection based on rough set approach, wrapper approach, and binary whale optimization algorithm. Int. J. Mach. Learn. & Cyber. 11, 573–602 (2020). https://doi.org/10.1007/s13042-019-00996-5
cec2017-py
Python module for CEC 2017 single objective optimization test function suite.
CEC2019
100-Digit Competition. This folder includes GECCO 2019 and SEMCCO 2019 too, in addition to CEC 2019
CIL_Survey
The code repository for "Deep Class-Incremental Learning: A Survey" in PyTorch.
Covid-19-Patient-Health-Analytics
A Boosted Random Forest Classification model was implemented to predict the outcome of the CoV-2 positive patients in China. Based on multiple features.
COVID-CT
COVID-CT-Dataset: A CT Scan Dataset about COVID-19
Excel2LaTeX
The Excel add-in for creating LaTeX tables
HiDe-Prompt
Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)
lifelong-learning-pretraining-and-sam
Code for the paper "Mehta, S. V., Patil, D., Chandar, S., & Strubell, E. (2021). An empirical investigation of the role of pre-training in lifelong learning. arXiv preprint arXiv:2112.09153."
s-plot
A simple plot library
Tools
Some useful tools