chen shao's repositories
Ground-roll-removal-through-MCA
Ground roll removal through Morphological Component Analysis
deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
dragon
[NeurIPS 2022] DRAGON 🐲: Deep Bidirectional Language-Knowledge Graph Pretraining
flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
gcnn_keras
Graph convolution with tf.keras
hironaka
A utility package for Hironaka game of local resolution of singularities
sparse_smoothing
Implementation of the certificates proposed in the paper "Efficient Robustness Certificates for Discrete Data: Sparsity-Aware Randomized Smoothing for Graphs, Images and More"
KG-LLM-Papers
[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)
lecture-examples
sample scripts used in the tutorials on probability theory and communications II (lectures at KIT)
long-range-arena
Long Range Arena for Benchmarking Efficient Transformers
lrgb
Long Range Graph Benchmark, NeurIPS 2022 Track on D&B
nmp_gc_displace_reaction
Message Passing Network on displace reaction
notebooks
Jupyter notebooks for the Natural Language Processing with Transformers book
ogb
Benchmark datasets, data loaders, and evaluators for graph machine learning
pykeen
🤖 A Python library for learning and evaluating knowledge graph embeddings
scikit-fem
Simple finite element assemblers
semopenalex
Code repo for SemOpenAlex research project
stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
stellargraph
StellarGraph - Machine Learning on Graphs
subgraph-sketching
code for Graph Neural Networks for Link Prediction with Subgraph Sketching https://arxiv.org/abs/2209.15486
TAPE
Repository for TAPE
Time-Series-Library
A Library for Advanced Deep Time Series Models.
vsf-time-series
one extension for communication system