There are 11 repositories under theoretical-computer-science topic.
For deep RL and the future of AI.
The interdicplinary of Mathematics and Computer Science, Distinguisehed by its emphasis on mathemtical technique and rigour.
Unterlagen zur Vorlesung "Formale Systeme", Fakultät Informatik, TU Dresden
Notizen zur TheoLog-Vorlesung mit Begriffen aus Formale Systeme. Hinweis: die Unterlagen sind für die VL in 2017 und können Fehler enthalten
E-Books Library for someone who interested in Pure Mathematics.
Node.js implementation of the stable marriage problem
Simple turing machine simulator using the syntax of the online simulator at turingmachinesimulator.com
Java implementation of the CYK algorithm.
This source code (in Python) is a preliminary implementation of my quadratic-time positive integer matrix multiplication.
A collection of ML questions and answers
Calculates the uncomputable Busy Beaver Σ-function
Mincluster is an essential package designed for minimizing the maximum intercluster distance in datasets. This powerful tool streamlines the process of optimizing data clustering by reducing the separation between clusters
Enhanced version of the k-nearest neighbors algorithm utilizing membrane computing. kNN-P is designed for parallel and distributed computing, which can improve the performance of the original k-nearest neighbors algorithm for classification tasks.
🌲 Memory-efficient labeled tree construction in Python
🤖 A public repository for my machine learning notes. This will also contain lectures and sample data sets that I have gathered from various sources, including CS229 (Stanford), CS542 (BU), MLS (deeplearning.ai), 6.036 (MIT), and more...
:mortar_board: Path to a free self-taught education in Computer Science!
A browser-based IDE for the untyped lambda calculus. Try it:
Turing Machine that simulates behavior of any Deterministic Finite Automata
"我估计你书也难以看懂"
Inferrable Languages
Catalog of reductions between different decision problems (SAT, 3SAT, Graph coloring, etc.)
Experiments accompanying A Theory of Unsupervised Translation Motivated by Understanding Animal Communication (NeurIPS 2023)
"Why Oatmeal is Cheap" paper + interactive visualization
Some work on the paper, "Automated Lie-algebraic input space partitioning using first-order two-dimensional cellular automata" by me (Shrohan Mohapatra. (2020, June 5). Automated Lie-algebraic input space partitioning using first-order two-dimensional cellular automata. Zenodo. http://doi.org/10.5281/zenodo.3880404), here in the specific example with Game of Life for automated Lie-algebraic input space partitioning.
Simple implementation of Mu-Recursive (or µ-recursive) functions in haskell, with the calculation steps logged.
A language of polynomials
I'm learning a Functional Programming by learning its pure math concepts and apply it on functional language like Haskell, Clojure, Elixir, etc.
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.
A Mathematica package by the name 'Polynomial adaptive cellular automata' to get the quasi-normal modes for the particles oscillating in the background of a black hole.
A set of python programs that can be used by early learners of the Mathematical Foundations of Computer Sciences (courtesy: Introduction to the Theory of Computation by Michael Sipser)