A list of resources in different fields of Computer Science

the-akira Last update: Apr 23, 2024

Computer Science Resources

A list of resources in different fields of Computer Science (in multiple languages).

Content

Getting Started
Computer Fundamentals
Programming Languages
- Assembly
- C
- C++
- Python
- Java
- Javascript
- Ruby
- Bash
- Go
- PHP
- Haskell
- R
- Julia
- Elixir
Artificial Intelligence
Information Security
Databases
- SQL
- NOSQL
- Big Data
- Data Mining

Owner

the-akira

GitHub Repository https://github.com/the-akira

Smooth data fitting in N dimensions.

Given experimental data, it is often desirable to produce a function whose values match the data to some degree. This package implements a robust approach to data fitting based on the minimization pr…

A Python class that can automatically generate mathematics exams, with solution keys, using Sympy and LaTeX.

A Python class that can automatically generate mathematics worksheets/exams, with solution keys, using Sympy and LaTeX. Meant for instructors, tutors, and student study groups, etc. Dependencies avai…

AI technology is significant because it allows software to do human functions—understanding, reasoning, planning, communication, and perception—increasingly effectively, efficiently, and affordably.

AI technology is significants because it allows softwares to do human functions—understanding, reasoning, planning, communication, and perception—increasingly effectively, efficiently, and affordably…

Essential mathematics for applied machine learning and data science

A collection of interactive tutorials about essential mathematics for applied machine learning and data science. As a learning resource with the following characteristics: Maybe. I have no formal mat…

A Python and MATLAB implementation of mathematical test functions for benchmarking optimization algorithms.

Any suggestions and contributions are welcomed. The best way to contribute to the library is to fork the repository, apply the contributions and create a pull request.

Public Archive: Beautiful and Elegant Quantum Mechanics Visualization.

ElectronVisualized provides an interactive visualization in the areas of chemistry and quantum mechanics. The app showcases atomic orbitals through electron density — alongside with molecular orbital…

Python for Finance module for Imperial MSc in Mathematics and Finance

Python for Finance module for Imperial MSc in Mathematics and Finance Each week will focus on one particular topic with This is an assessed module (counting for 30% of the "Computing in Finance" modu…

Robotics Mathematical modeling and theory with Python (learning through extensive numerical simulations and animations.)

Robotics Mathematical modeling and theory with Python (learning through extensive numerical simulations and animations.) Check Observability and learn how Kalman Filter works

This repository contains resources in the form of ebooks, which are related to Data Science, Machine Learning, and similar topics.

Efficient modeling interface for mathematical optimization in Python

It is designed as a very thin wrapper of native C API of optimizers and attempts to provide common abstractions of an algebraic modelling environment including model, variable, constraint and express…