Programming

This is collection of programming language syntax, algorithm implementations, and smaller programs (~100 LOC) for self-learning or reference.

Python

  • Basics

  • Intro
  • Arithmetics
  • Classes
  • Date And Time
  • Dictionaries
  • Exceptions
  • Files
  • For Loop
  • Functions
  • If Else
  • Lists
  • Logical Operators
  • Mathematical Operators
  • Recursion
  • Regular Expression
  • Sets
  • Strings
  • Tuples
  • Variables
  • While Loop

  • Data Science

  • Binary Trees
  • Combinations
  • Enumerate
  • K Dimensional Trees
  • Numpy Arrays
  • Numpy Indexing
  • Numpy Masking
  • Numpy Operations
  • Pandas Series

  • Machine Learning

  • Convolutional Neural Network With Keras
  • Delta Learning Algorithm
  • K Nearest Neighbors Classification
  • Linear Threshold Units
  • Multilayer Perceptron Layers With Keras
  • Widrow Hoff Learning Algorithm

  • Project Euler Problems

  • 10001st Prime
  • Even Fibonacci Numbers
  • Largest Palindrome Product
  • Largest Prime Factor
  • Largest Product In A Series
  • Largest Product In Grid
  • Multiples Of 3 And 5
  • Smallest Multiple
  • Special Pythagorean Triplet
  • Sum Square Difference
  • Summation Of Primes

  • Other

  • Bubble Sort Algorithm
  • Dijkstra Shortest Path Algorithm
  • Erlang B Calculator
  • Fermats Last Theorem Checker
  • Genetic Algorithm Optimization
  • Gradient Descent Algorithm
  • Graphs
  • Prim Minimum Spanning Tree Algorithm
  • Word Counting With Mrjob

    • C

  • Basics

  • Intro
  • Arithmetics
  • Arrays
  • Constants
  • Error Handling
  • Files
  • For Loop
  • Functions
  • Header
  • If Else
  • Logical Operators
  • Macros
  • Memory Management
  • Pointers
  • Recursion
  • Strings
  • Structures
  • Switch
  • Unions
  • Variables
  • While Loop

  • Other

  • Square Root Calculator
  • Temperature Converter

    • C++

  • Basics

  • Intro
  • Arithmetics
  • Arrays
  • Classes
  • Constants
  • Date And Time
  • Exceptions
  • Files
  • For Loop
  • Functions
  • If Else
  • Logical Operators
  • Macros
  • Math
  • Namespaces
  • Pointers
  • Read And Write
  • Strings
  • Structures
  • Switch
  • Variables
  • While Loop

  • Other

  • Bubble Sort Algorithm
  • Multithreading
  • Signals
  • Vectors

    • Scala

  • Basics

  • Intro
  • Arithmetics
  • Classes
  • Date And Time
  • Exceptions
  • Files
  • For Loop
  • Functions
  • If Else
  • Lists
  • Logical Operators
  • Maps
  • Math
  • Sets
  • Strings
  • Tuples
  • Variables
  • While Loop

    • Prolog

  • Basics

  • Intro
  • Arithmetics
  • Directives
  • Facts
  • Files
  • Lists
  • Math
  • Predicates
  • Queries
  • Random
  • Read And Write
  • Recursion
  • Rules
  • Sets

  • Other

  • Collatz Conjecture
  • Combinatorial Optimization
  • Expert Systems
  • Graphs
  • Integer Arithmetic
  • Trace

    • Pascal

  • Basics

  • Intro
  • Arithmetics
  • Arrays
  • Constants
  • Logical Operators
  • Records
  • Sets
  • Variables