Pinned Repositories
704gwas
GWAS on WTCCC Dataset
Cnn_economy
基于CNN的产业经济预测
EC-Bestiary
A bestiary of evolutionary, swarm and other metaphor-based algorithms
EoH
Evolution of Heuristics
faster_rcnn
Faster R-CNN
GCMDR
IMPLEMENT FOR graph convolution for predicting associations between miRNA and drug resistance using raw data
MP-HS-DHSI
Multi-population harmony search algorithm for the detection of high-order SNP interactions
MTACO-DMSI
A novel Multitasking Ant colony optimization method for detecting multi-order SNP interactions
OpenNE
An Open-Source Package for Network Embedding (NE)
plink-ng
A comprehensive update to the PLINK association analysis toolset. Beta testing of the first new version (1.90), focused on speed and memory efficiency improvements, is finishing up. Development is now focused on building out support for multiallelic, phased, and dosage data in PLINK 2.0.
shouhengtuo's Repositories
shouhengtuo/EoH
Evolution of Heuristics
shouhengtuo/ALMOEA
shouhengtuo/AMHF-TP
Multifunctional Therapeutic Peptides Prediction Based on Attention Mechanisms and Multi-granularity Hierarchical Features
shouhengtuo/ChatGLM3
ChatGLM3 series: Open Bilingual Chat LLMs | 开源双语对话语言模型
shouhengtuo/CPL
Code for ICML2023 Paper: Continuation Path Learning for Homotopy Optimization
shouhengtuo/DeepACO
[NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization
shouhengtuo/DistributedEvolutionaryComputation
A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and conferences. For EC-focused publications, only Parallel/Distributed EC are covered.
shouhengtuo/EduCDM
The Model Zoo of Cognitive Diagnosis Models, including classic Item Response Ranking (IRT), Multidimensional Item Response Ranking (MIRT), Deterministic Input, Noisy "And" model(DINA), and advanced Fuzzy Cognitive Diagnosis Framework (FuzzyCDF), Neural Cognitive Diagnosis Model (NCDM) and Item Response Ranking framework (IRR).
shouhengtuo/evosax
Evolution Strategies in JAX 🦎
shouhengtuo/evox
Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.
shouhengtuo/fast_feature_selection
Genetic algorithms and CMA-ES (covariance matrix adaptation evolution strategy) for efficient feature selection
shouhengtuo/feature-selection-for-machine-learning
Code repository for the online course Feature Selection for Machine Learning
shouhengtuo/feature_selection
Feature selection techniques for regression models.
shouhengtuo/FeatureSelectionGA
Feature Selection using Genetic Algorithm (DEAP Framework)
shouhengtuo/hidden-conc-hypg
A Hypergraph-based Framework for Stock Selection via Hidden Concept Mining Representation in Hypergraph Attention Network
shouhengtuo/HyGNN-Drug-Drug-Interaction-Prediction-via-Hypergraph-Neural-Network
shouhengtuo/hypergraph-tabular-lm
shouhengtuo/LLM4Opt
A Collection on Large Language Models for Optimization
shouhengtuo/More_Simple_Reinforcement_Learning
shouhengtuo/MTHS-EE-DHEI
shouhengtuo/NEFM_RMI_DNN
A national economy forecasting model based on regional multi-industry panel data and deep neural network
shouhengtuo/One-Shot-Cardinality-NN-Solver
Official implementation of our ICLR 2023 paper "Towards One-shot Neural Combinatorial Solvers: Theoretical and Empirical Notes on the Cardinality-Constrained Case"
shouhengtuo/opro
official code for "Large Language Models as Optimizers"
shouhengtuo/PyCCEA
A Python package of Cooperative Co-Evolutionary Algorithms (CCEAs) for feature selection in big data.
shouhengtuo/pykan
Kolmogorov Arnold Networks
shouhengtuo/pymoo
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
shouhengtuo/tabular-feature-selection
Repository for the feature selection with tabular models
shouhengtuo/Time-Series-Library
A Library for Advanced Deep Time Series Models.
shouhengtuo/tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
shouhengtuo/tuxiaoshi