Ruijie Tian's repositories
acme
A library of reinforcement learning components and agents
lda
Topic modeling with latent Dirichlet allocation using Gibbs sampling
contextualized-topic-models
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.
text_classification
all kinds of text classification models and more with deep learning
Neural_Topic_Models
Implementation of topic models based on neural network approaches.
Paper-Neural-Topic-Models
Papers of Neural Topic Models (NTMs)
gStore
gStore - a graph based RDF triple store.
download
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START
[ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics Framework (START).
network-science
Practical assignments for the network science course
TSCTM
Code for Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning (EMNLP2022)
TwitterAPI
Minimal python wrapper for Twitter's REST and Streaming APIs
getting-started-with-the-twitter-api-v2-for-academic-research
A course on getting started with the Twitter API v2 for academic research
NSFC-application-template-latex
国家自然科学基金申请书正文(面上项目)LaTeX 模板(非官方)
naru
Neural Relation Understanding: neural cardinality estimators for tabular data
TopicModel4J
TopicModel4J: A Java Package for Topic Models (Contain LDA, Collapsed Variational Bayesian Inference for LDA, author-topic model, BTM, dirichlet multinomial mixture model, DPMM, Dual Sparse Topic Model, GaussianLDA, Hierarchical Dirichlet processes, Labeled LDA, Link LDA, Pseudo-document-based Topic Model, Sentence LDA and so on)
LDA_thesis
Hierarchical, multi-label topic modelling with LDA
ST2Vec
Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.
RAoPT
Reconstruction Attack on Differential Private Trajectory Protection Mechanisms
ML4DB-paper-list
Papers for database systems powered by artificial intelligence (machine learning for database)
grace
GRACE - GRAdient ComprEssion for distributed deep learning
CardinalityEstimationTestbed
CardinalityEstimationTestbed
traj-dist
trajectory distance measures
teddy-dream
[VLDB'22] Cardinality Estimation of Approximate Substring Queries using Deep Learning.