#Information-theory

Showing 11 of 11 repositories tagged #information-theory, ranked by stars

BoltzmannEntropy
BoltzmannEntropy
interviews.ai

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

Score
0
★ 4.9k ⑂ 327
gregversteeg
gregversteeg
corex_topic

Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx

Score
100
★ 642 ⑂ 117 +1/day
Python
newbalancem5
newbalancem5
flutter_info

📚Сборник русскоязычной информации по Flutter

Score
0
★ 296 ⑂ 25 +1/day
sts10
sts10
tidy

Combine and clean word lists

Score
0
★ 104 ⑂ 4
Rust
choasma
choasma
HSIC-bottleneck

The HSIC Bottleneck: Deep Learning without Back-Propagation

Score
67
★ 93 ⑂ 19
Python
srogatch
srogatch
ProbQA

Probabilistic question-asking system: the program asks, the users answer. The minimal goal of the program is to identify what the user needs (a target), even if the user is not aware of the existence of such a thing/product/service.

Score
33
★ 76 ⑂ 9 +1/day
C++
cbueth
cbueth
infomeasure

Python package for calculating various information measures, including entropy, mutual information, transfer entropy, and more, with support for both discrete and continuous variables.

Score
100
★ 73 ⑂ 13 +1/day
Python
stscl
stscl
infoxtr

Information-Theoretic Measures for Revealing Variable Interactions

Score
67
★ 53 ⑂ 2
C++
hrayrhar
hrayrhar
limit-label-memorization

Improving generalization by controlling label-noise information in neural network weights.

Score
0
★ 39 ⑂ 9
Jupyter Notebook
Nikeshbajaj
Nikeshbajaj
spkit

Signal Processing Toolkit, including ML models with visualization

Score
0
★ 38 ⑂ 33
Python
florent-leclercq
florent-leclercq
Bayes_InfoTheory

Lectures on Bayesian statistics and information theory

Score
33
★ 32 ⑂ 4
Jupyter Notebook
Related Topics
#machine-learning#entropy#data-science#artificial-intelligence#bayesian-statistics#deep-learning#logistic-regression#python#pytorch#neural-network#mutual-information#autograd

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