Python and R Codes for Computing Permutation Entropy
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Dec 12, 2022 - Python
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complexity-measure
Here are 22 public repositories matching this topic...
📦 Lempel-Ziv Complexity, fast implementations with 🐍 Python (naive, Numba or Cython for speedup), Open-Source (MIT) 👍 →
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Mar 31, 2021 - Jupyter Notebook
Parallel random matrix tools and complexity for deep learning
deep-learning
machine-learning-algorithms
statistical-mechanics
deep-learning-papers
complexity-analysis
neural-architecture-search
complexity-measure
random-matrix-theory
spin-glass
ergodicity
random-matrices
circular-ensembles
deep-learning-complexity
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Feb 10, 2024 - Jupyter Notebook
A collection of sorting algorithms implemented in C++
c-plus-plus
quicksort
mergesort
bubble-sort
insertion-sort
sorting-algorithms
selection-sort
sorting-algorithms-implemented
complexity-analysis
complexity-measure
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Sep 30, 2021 - C++
This source code (in Python) is a preliminary implementation of my quadratic-time positive integer matrix multiplication.
cellular-automata
python3
matrix-multiplication
integer-compression
theoretical-computer-science
algorithms-implemented
algebraic-computation
integer-arithmetic
complexity-analysis
algorithm-design
complexity-measure
complexity-theory
advanced-algorithms
diophantine
matrix-multiplication-parallel
complexity-algorithm
divide-and-conquer-approach
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Nov 23, 2022 - Python
Genon is a generator of nonlinear preferences for intelligent artificial agents.
preferences
decision-making
artificial-intelligence
complexity
agent-based-modeling
contracts
nonlinear-equations
negotiation
automated-trading
complexity-measure
utility-theory
negotiation-support
contracts-modeling
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Jan 25, 2021 - Python
Generate Borderline Noise for Classification Problems
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Jul 9, 2018 - R
Assessing consciousness by perturbing a dynamic mean-field whole-brain model fitted to empirical neuroimaging data
neuroimaging
pci
consciousness
complexity-measure
perturbation
whole-brain
empirical-data-modeling
mean-field
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Jul 4, 2022 - Jupyter Notebook
Implementation of statistics used for paper soon to be cited here
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Oct 24, 2017 - Python
Set of projects using diverse programming tecniques
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Jun 5, 2023 - Java
📦 Lempel-Ziv Complexity, fast implementation in Julia, Open-Source (MIT) 👍 →
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Dec 29, 2022 - Jupyter Notebook
NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing. This is an adaptation to take RRI or peak times from fetal and maternal heart rate data as input and output 60+ HRV measures including optimal time delay-based complexity measures with user-definable time window length. Huge thanks to the team of neurokit!
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Dec 13, 2021 - Python
Cyclomatic complexity of R functions and expressions
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Nov 9, 2024 - R
Cyclomatic complexity toolkit for Python code
python
bytecode
graph-algorithms
cpython
complexity
graph-theory
cyclomatic-complexity
complexity-measure
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Nov 21, 2024 - Python
Projeto algorithms - Projeto avaliativo da Trybe do Bloco 35: Algoritmos
python
sorting
algorithms
complexity
complexity-analysis
complexity-measure
complexity-algorithm
trybe
trybe-projects
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Feb 13, 2022 - Python
Technique to quantify textual complexity based on Kolmogorov complexity and implemented with PyLZMA compression.
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Oct 10, 2024 - Jupyter Notebook
C++ Code Complexity Measurement System
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Apr 11, 2024 - C++
A series of programs that enable one's investigations in the algebraic complexity theory such as matrix multiplication algorithms, primality tests, algebraic complexity, sorting algorithms etc. Each algorithm is accompanied by a comparative time complexity analysis and a class of test cases and test suites.
unit-testing
algorithms
python3
unittest
matrix-multiplication
sorting-algorithms
theoretical-computer-science
winograd
software-testing
algebraic-computation
radix-sort
wolfram-language
wolfram-mathematica
complexity-analysis
algorithm-design
primality-test
complexity-measure
complexity-theory
karatsuba-multiplication
razs-algorithm
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Feb 26, 2023 - Mathematica
Resources and exercises done for the Algorithmic Methods in Problems Resolution ("Métodos algorítmicos en resolución de problemas") subject.
algorithms
graphs
data-structures
greedy
complexity
dynamic-programming
algorithm-challenges
trees
algorithms-implemented
marp
heaps
preconditioning
algorithms-datastructures
ucm
algorithms-and-data-structures
complexity-measure
complexity-algorithm
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Jan 24, 2021 - C++
A Python package implementing informational complexity (ICOMP) criteria for regression models
information-theory
linear-regression
model-selection
complexity
linear-models
bayesian-information-criterion
complexity-measure
information-criterion
akaike-information-criterion
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Mar 18, 2024 - Python
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