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Search results for jupyter notebook information theory
information-theory
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jupyter-notebook
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19 search results found
Einet
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45
Uncertainty and causal emergence in complex networks
Quantum Computing
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35
Projects in Quantum Computing and Quantum information Theory (Qiskit, Algorithms, Circuits, Graph Theory and Quantum Mechanics)
Bmlip
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34
Course 5SSD0 - Bayesian Machine Learning and Information Processing
Limit Label Memorization
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31
Improving generalization by controlling label-noise information in neural network weights.
Jvhw_entropy_estimators
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20
MATLAB and Python 2.7/3 Implementations of the JVHW entropy and mutual information estimators in Jiao, Jiantao, Kartik Venkat, Yanjun Han, and Tsachy Weissman. "Minimax estimation of functionals of discrete distributions." IEEE Transactions on Information Theory 61, no. 5 (2015): 2835-2885.
Information Bottleneck
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20
demonstration of the information bottleneck theory for deep learning
Lempel Ziv_complexity
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20
📦 Lempel-Ziv Complexity, fast implementations with 🐍 Python (naive, Numba or Cython for speedup), Open-Source (MIT) 👍 →
Unsupervisedattentionmechanism
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19
Code for our paper: "Regularity Normalization: Neuroscience-Inspired Unsupervised Attention across Neural Network Layers".
Deep Bottleneck
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17
Repository of the Study Project "Understanding learning in deep neural networks with the help of information theory"
Information Theory Deep Learning
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15
Resources and Implementations (PyTorch) for Information Theoretical concepts in Deep Learning
Mdl Complexity
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15
MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".
Rbig
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13
Rotation-Based Iterative Gaussianization algorithm.
Bayes_infotheory
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12
Lectures on Bayesian statistics and information theory
Uach Info185
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10
INFO239 (ex INFO185): Comunicaciones. Un curso de Ingeniería Civil Informática, Universidad Austral de Chile
Ntrexample_frevnca
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8
Example code producing novelty, transience, and resonance for a sample of legislative speech during the French Revolution.
Dsit
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7
Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"
Grokkingcs
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6
A computer science guide for people in hurry.
Depynd
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5
Evaluating dependencies among random variables.
Rbig_jax
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5
Iterative and Parametric Gaussianization with JAX.
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1-19 of 19 search results
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