SparseL's repositories
awesome-self-supervised-gnn
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
graph-based-deep-learning-literature
links to conference publications in graph-based deep learning
Awesome-Deep-Community-Detection
Deep Learning for Community Detection: Progress, Challenges and Opportunities (IJCAI-2020)
Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
awesome-equivariant-network
Paper list for equivariant neural network
Awesome-Evolutionary-Reinforcement-Learning
Research Papers and Code Repository on the Integration of Evolutionary Algorithms and Reinforcement Learning
Awesome-GFlowNets
A curated list of resources about generative flow networks (GFlowNets).
Awesome-Masked-Autoencoders
A collection of literature after or concurrent with Masked Autoencoder (MAE) (Kaiming He el al.).
awesome-ml4co
Awesome machine learning for combinatorial optimization papers.
deap
Distributed Evolutionary Algorithms in Python
evosax
Evolution Strategies in JAX 🦎
evox
Distributed GPU-Accelerated framework for Evolutionary Computation. Features a vast library of Evolutionary Algorithms & Benchmark Problems.
gflownet
Generative Flow Networks
Graph-Adversarial-Learning
A curated collection of adversarial attack and defense on graph data.
graph-adversarial-learning-literature
A curated list of adversarial attacks and defenses papers on graph-structured data.
GreatX
A graph reliability toolbox based on PyTorch and PyTorch Geometric (PyG).
karateclub
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
LMaaS-Papers
Awesome papers on Language-Model-as-a-Service (LMaaS)
MetaBox
MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning (https://arxiv.org/abs/2310.08252)
nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
PromptPapers
Must-read papers on prompt-based tuning for pre-trained language models.
Time-Series-Library
A Library for Advanced Deep Time Series Models.
time-series-transformers-review
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
xgi
CompleX Group Interactions (XGI) provides an ecosystem for the analysis and representation of complex systems with group interactions.