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The Top 19 Jupyter Notebook Information Theory Open Source Projects

Open source projects categorized as Jupyter Notebook Information Theory
Categories > Mathematics > Information Theory
Categories > Data Processing > Jupyter Notebook
Einet ⭐ 45
Uncertainty and causal emergence in complex networks
most recent commit 3 years ago
Quantum Computing ⭐ 35
Projects in Quantum Computing and Quantum information Theory (Qiskit, Algorithms, Circuits, Graph Theory and Quantum Mechanics)
most recent commit a year ago
Bmlip ⭐ 34
Course 5SSD0 - Bayesian Machine Learning and Information Processing
most recent commit 3 months ago
Limit Label Memorization ⭐ 31
Improving generalization by controlling label-noise information in neural network weights.
most recent commit 3 years ago
Jvhw_entropy_estimators ⭐ 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.
most recent commit 7 years ago
Information Bottleneck ⭐ 20
demonstration of the information bottleneck theory for deep learning
most recent commit 6 years ago
Lempel Ziv_complexity ⭐ 20
📦 Lempel-Ziv Complexity, fast implementations with 🐍 Python (naive, Numba or Cython for speedup), Open-Source (MIT) 👍 →
most recent commit 3 years ago
Unsupervisedattentionmechanism ⭐ 19
Code for our paper: "Regularity Normalization: Neuroscience-Inspired Unsupervised Attention across Neural Network Layers".
most recent commit 2 years ago
Deep Bottleneck ⭐ 17
Repository of the Study Project "Understanding learning in deep neural networks with the help of information theory"
most recent commit 4 years ago
Information Theory Deep Learning ⭐ 15
Resources and Implementations (PyTorch) for Information Theoretical concepts in Deep Learning
most recent commit 5 years ago
Mdl Complexity ⭐ 15
MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".
most recent commit 10 months ago
Rbig ⭐ 13
Rotation-Based Iterative Gaussianization algorithm.
most recent commit a year ago
Bayes_infotheory ⭐ 12
Lectures on Bayesian statistics and information theory
most recent commit 3 years ago
Uach Info185 ⭐ 10
INFO239 (ex INFO185): Comunicaciones. Un curso de Ingeniería Civil Informática, Universidad Austral de Chile
most recent commit a year ago
Ntrexample_frevnca ⭐ 8
Example code producing novelty, transience, and resonance for a sample of legislative speech during the French Revolution.
most recent commit 2 years ago
Dsit ⭐ 7
Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"
most recent commit 2 years ago
Grokkingcs ⭐ 6
A computer science guide for people in hurry.
most recent commit 8 months ago
Depynd ⭐ 5
Evaluating dependencies among random variables.
most recent commit 5 years ago
Rbig_jax ⭐ 5
Iterative and Parametric Gaussianization with JAX.
most recent commit a year ago
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