linboqiao's repositories
LIMO
generative model for drug discovery
Optimization-for-Machine-Learning_zh-cn
Chinese Simplified Translatation of the leture notes Optimization for Machine Learning by Elad Hazan.
HiGHS
Linear optimization software
optimization_test_functions
Implementation and visualization of test functions for single objective optimization.
constrained-FSCIL
PyTorch Implementation of the CVPR'22 Paper "Constrained Few-shot Class-incremental Learning"
qmc-ordering
Experimental Code for: [ICLR22] A General Analysis of Example-Selection for Stochastic Gradient Descent
DST
(differentiable) gradient-based optimization on a chemical graph for de novo molecule design/optimization (ICLR 2022)
MAXP_DGL_Graph
2021 MAXP 命题赛 任务一：基于DGL的图机器学习任务。队伍：Graph@ICT，🥉rank6。https://www.biendata.xyz/competition/maxp_dgl/
csmddi
人工智能预测冷启动情景中的多种药物-药物相互作用 https://mp.weixin.qq.com/s/hJ0gSJxRvjFvtOfmyljvCw
learn2branch
Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)
Early-detection
Describing the codes for implementing machine learning algorithms by using FAERS database
HisToGene
PyTorch implementation of HisToGene
ML-NP-design
Code for manuscript titled "Machine learning-accelerated design and synthesis of polyelemental heterostructures"
optimizers_comparison
Implementation with autograd of optimization algorithms and their subsequent visualization.
SWAT
Sparse Weight Activation Training
scipoptsuite
Doc1 -- https://www.gams.com/latest/docs/S_SCIP.html#SCIP_SOLVETREAC Doc2 -- https://www.scipopt.org/doc-6.0.2/html/DEBUG.php Down -- https://www.scipopt.org/download/release/scipoptsuitehttps://www.scipopt.org/download/release/scipoptsuite-<7.0.0.tgz>
FSCEE
few-shot learning for event extraction
Hybrid-learn2branch
Hybrid Models for Learning to Branch (NeurIPS 2020)
IncrementalFSTC
Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System. NAACL 2021. https://arxiv.org/abs/2104.11882
R-MKL
R 4.0.3 built with Intel C++ Compiler (icc) /Intel Fortran Compiler (ifort) / Math Kernel Library (MKL) for research purposes only.
Graduated-BCD
graduated BCD for nonconvex nonsmooth problems on shared memory distributed system
controlled-peptide-generation
source code for https://arxiv.org/abs/2005.11248 "Accelerating Antimicrobial Discovery with Controllable Deep Generative Models and Molecular Dynamics"
NSFC_Searcher
A Searcher of Official NSFC （国自然官网检索）