Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"
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Updated
Nov 22, 2020 - Python
Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"
Estimating Copula Entropy (Mutual Information), Transfer Entropy (Conditional Mutual Information), and the statistics for multivariate normality test and two-sample test, and change point detection in Python
新词发现 基于词频、凝聚系数和左右邻接信息熵
(NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297
Pytorch implementation of Learning Disentangled Representations via Mutual Information Estimation (ECCV 2020)
Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python
Code for GroupIM: A Mutual Information Maximization Framework for Neural Group Recommendation (SIGIR 2020)
Easy Nearest Neighbor Estimation of Mutual Information
computes most of information functions (joint entropy, conditional, mutual information, total correlation information distance) and deep information networks
A Python package for efficient optimisation of real-space renormalization group transformations using Tensorflow.
Mutual information estimators and benchmark
Signal Processing Toolkit, including ML models with visualization
multiprocess unsupervised chinese_detect_words ngram_combination
Discovering directional relations via minimum predictive information regularization
InfoMax-VAE pytorch implementation
Mutual-Information Medical Image Registration: Theory and Examples
[CVPR 2023] Modeling Inter-Class and Intra-Class Constraints in Novel Class Discovery
MICO: Mutual Information and Conic Optimization for feature selection
Predictive Coding for Locally-Linear Control (ICML-2020)
Honest-but-Curious Nets: Sensitive Attributes of Private Inputs Can Be Secretly Coded into the Classifiers' Outputs (ACM CCS'21)
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