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25 search results found

JIDT: Java Information Dynamics Toolkit for studying information-theoretic measures of computation in complex systems

(NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297

Pycopent ⭐ 77

Estimating Copula Entropy (Mutual Information) and Transfer Entropy (Conditional Independence) in Python

New Word Discovery ⭐ 66

新词发现基于词频、凝聚系数和左右邻接信息熵

Easy Nearest Neighbor Estimation of Mutual Information

Unsupervised_extract_detect_words ⭐ 23

multiprocess unsupervised chinese_detect_words ngram_combination

Infotopopy ⭐ 17

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.

Honest But Curious Nets ⭐ 14

Honest-but-Curious Nets: Sensitive Attributes of Private Inputs Can Be Secretly Coded into the Classifiers' Outputs (ACM CCS'21)

Signal Processing Toolkit, including ML models with visualization

Pc3 Pytorch ⭐ 13

Predictive Coding for Locally-Linear Control (ICML-2020)

Infomaxvae ⭐ 13

InfoMax-VAE pytorch implementation

MICO: Mutual Information and Conic Optimization for feature selection

Schrodinger_utils ⭐ 10

Various integrations to the Schrodinger ecosystem. With major interest on analysis tools for Molecular Dynamics simulations run with Desmond.

Modeling Inter-Class and Intra-Class Constraints in Novel Class Discovery (CVPR 2023)

Programs for Information Topology Data Analysis

The biggest library for Feature Selection (FS) problem using Meta-Heuristic Algorithms

Embeddersdr ⭐ 8

Embedder with binary sparse distributed representation.

Deepinfoflow ⭐ 7

Mutual information estimator with adaptive partitioning algorithm (C++/OpenMP accelerated).

Evaluating dependencies among random variables.

Mutual information estimators and benchmark

Discovering directional relations via minimum predictive information regularization

Mentalarthgraph ⭐ 4

Connectivity tools, classifiers and visualizers of EEG-based graphs(cortical)

Mutual Information Registration ⭐ 3

Mutual-Information Medical Image Registration: Theory and Examples

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