lizq66's repositories
AIBugHunter
AIBugHunter: A Practical Tool for Predicting, Classifying and Repairing Software Vulnerabilities
auto-sklearn
Automated Machine Learning with scikit-learn
awesome-vulnerability-assessment
An ever-growing list of resources for data-driven vulnerability assessment and prioritization
CLBI
Code Line-level Bugginess Identification
cluster-data
Borg cluster traces from Google
clusterdata
cluster data collected from production clusters in Alibaba for cluster management research
ClusteringDirectionCentrality
A novel Clustering algorithm by measuring Direction Centrality (CDC) locally. It adopts a density-independent metric based on the distribution of K-nearest neighbors (KNNs) to distinguish between internal and boundary points. The boundary points generate enclosed cages to bind the connections of internal points.
cnn-lstm-bilstm-deepcnn-clstm-in-pytorch
In PyTorch Learing Neural Networks Likes CNN、BiLSTM
cvik-toolbox
CVIK is a Toolbox for the automatic determination of the number of clusters on data clustering problems
decision-forests
A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.
DeepClustering
Methods and Implements of Deep Clustering
deepdow
Portfolio optimization with deep learning.
DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
DEKM-Pytorch
A convenient "DEKM" implemented in PyTorch
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
gnn-model-explainer
gnn explainer
hyperopt
Distributed Asynchronous Hyperparameter Optimization in Python
ISSTA21-JIT-DP
This repo illustrates how to evaluate the artifacts in the paper Deep Just-in-Time Defect Prediction: How Far Are We? published in ISSTA'21.
LLM4SE
Large Language Models for Software Engineering
node2defect
Supplementary code and data of the paper Evaluating network embedding techniques' performances in software bug prediction
optuna
A hyperparameter optimization framework
ParameterTuning
Tuning of parameters of ML algorithms to optimise precision/f-score for fault detection in softwares
ReliableLM4Code
Collections of research, benchmarks and tools towards more robust and reliable language models for code; LM4Code; LM4SE; reliable LLM
sbse14
search-based software engineering
scikit-opt
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
talos
Hyperparameter Optimization for TensorFlow, Keras and PyTorch
tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.