A pytorch implementation of MINE(Mutual Information Neural Estimation)
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Mar 13, 2019 - Jupyter Notebook
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mutual-information
Here are 212 public repositories matching this topic...
JIDT: Java Information Dynamics Toolkit for studying information-theoretic measures of computation in complex systems
python java entropy matlab information-theory octave mutual-information transfer-entropy conditional-mutual-information conditional-transfer-entropy
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Nov 4, 2024 - Java
Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"
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Nov 22, 2020 - Python
MINE: Mutual Information Neural Estimation in pytorch (unofficial)
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Sep 1, 2018 - Jupyter Notebook
PyTorch implementation for Interpretable Dialog Generation ACL 2018, It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU
mutual-information dialogue-systems discrete-variational-autoencoders sentence-representation di-vae di-vst acl-2018
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Jan 14, 2019 - OpenEdge ABL
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
python correlation entropy information-theory variable-selection causality copula hypothesis-testing mutual-information changepoint transfer-entropy conditional-mutual-information granger-causality change-detection change-point-detection causal-discovery two-sample-test copula-entropy normality-test conditional-independence-test
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Oct 2, 2024 - Python
Algorithms for quantifying associations, independence testing and causal inference from data.
entropy time-series julia julia-language network-inference hacktoberfest associations causal-inference mutual-information distance-correlation transfer-entropy conditional-mutual-information causal-graphs independence-testing cross-mapping predictive-asymmetry surrogate-data partial-mutual-information
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Dec 6, 2024 - Julia
Mutual Information functions for C and MATLAB
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Apr 22, 2018 - C
Python3 binding to mRMR Feature Selection algorithm (currently not maintained)
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Dec 8, 2024 - C++
新词发现 基于词频、凝聚系数和左右邻接信息熵
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Mar 14, 2020 - Python
(NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297
optimization-methods mutual-information few-shot transductive-learning few-shot-learning neurips-2020 few-shot-classifcation
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May 23, 2023 - Python
auto-calibration of lidar and camera based on maximization of intensity mutual information
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Jan 5, 2022 - C++
This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification'.
end-to-end mutual-information breast-cancer wsi computational-pathology fine-tuning information-bottleneck cervical-cancer
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Apr 16, 2024 - Python
A Julia package to analyze protein sequences, structures, and evolutionary information
bioinformatics biology proteins pdb protein-structure julia-language conservation mutual-information structural-bioinformatics protein-evolution pfam sifts multiple-sequence-alignment coevolution protein-sequence-analysis
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Oct 23, 2024 - Julia
Pytorch implementation of Learning Disentangled Representations via Mutual Information Estimation (ECCV 2020)
deep-learning pytorch generative-adversarial-network gan representation-learning mutual-information disentanglement disentangled-representations
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Aug 3, 2021 - Python
Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python
machine-learning optimization genetic-algorithm feature-selection feature-extraction dimensionality-reduction decision-tree-classifier mutual-information svm-classifier relief-f subset-selection knn-classifier pearson-correlation-coefficient harris-hawks-optimization wrapper-methods
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Jun 12, 2024 - Python
Mutual Information Neural Estimator implemented in Tensorflow
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Dec 3, 2018 - Jupyter Notebook
DRMIME - Differentiable Mutual Information and Matrix Exponential for Multi-Resolution Image Registration
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Feb 6, 2020 - Jupyter Notebook
Code for GroupIM: A Mutual Information Maximization Framework for Neural Group Recommendation (SIGIR 2020)
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Jul 6, 2023 - Python
This is our standard library for nonlinear analysis. Many of these functions are the same we use in our services. We do have additional methods that are not public but could be made available in a future release. If you are interested in learning more, attending our workshops or webinars or using our data analysis services please contact bmchnon…
entropy chaos ami nearest-neighbors mutual-information lyapunov surrogate entropy-measures detrended-fluctuation-analysis lyapunov-exponents relative-phase
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Feb 21, 2024 - MATLAB
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