An AI for the game hangman which uses information theoretical metrics to determine the optimal letters to guess.
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Apr 19, 2017 - Python
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information-theory
Here are 522 public repositories matching this topic...
Laboratory exercise for Information Theory @ FER
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Jan 3, 2020 - Python
a python project on information theory and supervised learning
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May 14, 2021 - Python
Huffman's optimal prefix code for lossless compression.
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Mar 19, 2021 - C
Additional exercises from the course Informatie-overdracht en -verwerking (2nd year Computer Science @ KU Leuven Kulak) and their full solutions. Everything was typed out in LaTeX and the end solutions are correct.
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Mar 17, 2025 - TeX
Implementation of Shannon-Fano coding with Galois Field error correction, featuring interactive visualizations and demonstrations.
python information-theory jupyter-notebook coding-theory galois-field galois-theory shannon-fano error-correction
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Oct 17, 2025 - Python
Theorems discovered by Ravin Kumar
information-theory mathematics set-theory theorem number-system pure-mathematics adaptive-base-representation-theorem abr-theorem adaptive-base-representation-number-system abr-number-system mathematics-theorem
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Oct 22, 2025 - JavaScript
This repo contains my applied & computational mathematics work.
python data machine-learning natural-language-processing sql deep-learning information-theory deep-reinforcement-learning pytorch applied-mathematics optimal-control data-assimilation bayesian-statistics
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Dec 14, 2025 - Jupyter Notebook
Calculating information theory quantities since 2017
entropy information-theory bayesian-inference nested-sampling mutual-information markov-chain-monte-carlo
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Jun 8, 2019 - C++
Replicated “Understanding Individual Neuron Importance Using Information Theory” paper. Information Theory and Learning Course Project.
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Oct 23, 2022 - Jupyter Notebook
DEFLATE Compression/Decompression Algorithm Implementation
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Dec 27, 2023 - C++
Information-theoretic social neuroscience analyses, particularly for hyperscanning paradigms
python information-theory neuroscience mutual-information transfer-entropy timeseries-analysis shannon-entropy hyperscanning
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Jun 27, 2024 - Jupyter Notebook
Satelite-Forward-Error-Correction: 'SFEC'
framework information-theory error-correcting-codes telecommunication sensitive-data-security linear-code cunit
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Aug 24, 2024 - C
A non-negative Partial Information Decomposition
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May 19, 2024 - Python
A collection of courses at Master program at Deep Learning department in ITMO University
nlp machine-learning big-data reinforcement-learning computer-vision deep-learning information-theory neural-networks evolutionary-algorithms gans meta-learning automatic-machine-learning
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Jun 14, 2023 - Jupyter Notebook
Independent report on randomness in quantum cryptography, Bell tests, and risks of pseudorandomness.
cryptography information-theory prng quantum-computing quantum-information quantum-cryptography quantum-key-distribution quantum-randomness qrng random-number-generation quantum-security academic-reports
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Jul 11, 2025
Adversarial Examples as an Input-Fault Tolerance Problem
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Nov 30, 2018 - Python
Boggle-like game with extensions to 3D surfaces
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Nov 5, 2018 - Java
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