tech3java

This is my Java playground...

Applications Map

Numerics

• Example 1: Monte Carlo integration

• Example 2: Area calculation of a circle using Monte Carlo integration

• Example 2: Using ND4j INDArray class

• Example 1: Using ND4j

Statistics

• Example 1: Compute basic statistics using NumPy
• Example 2: Compute the mean, standard deviation and correlation of two variables
• Example 3: Vanilla bootstrap for the mean
• Example 4: Vanilla bootstrap for skewness
• Example 5: 1D Linear Regression
• Example 7: Almost sure convergence

Estimation

• Example 1: Kalman Filter
• Example 2: Extended Kalman Filter
• Example 3: Unscented Kalman Filter
• Example 4: Particle Filter
• Example 5: Histogram Filter

Control

Machine Learning

• Example 1: Classification with vanilla KNN algorithm
• Example 5: Batch Gradient Descent

Reinforcement Learning

• Example 1: Iterative Policy Evaluation applied on GridWorld

Java Threads

• Example 1: Get the sum of the elements of an array
• Example 2: Parallel trapezoid rule
• Example 3: Producer/Consumer pattern
• Example 4: Using the ExecutorService interface
• Example 5: Using the CyclicBarrier class
• Example 6: Using the Lock interface

Algorithms

• Example 1: Delete duplicated elements in a sorted linked list
• Example 2: Vanilla implementation of binary search
• Example 3: Fibonacci Sequence
• Example 4: Finds first non-repeated character in a string
• Example 5: Finds first occurence of a character in a string
• Example 6: Find the minimum element between two increasingly sorted sub-arrays
• Example 7: Reverse an array using a stack
• Example 8: Solves the Tower of Hanoi problem using stacks
• Example 9: Sorts cars of a train according to destination
• Example 10: Find number of digits in an integer
• Example 11: Partition an array into odds and evens
• Example 12: Compute the equivalence classes of a list of numbers
• Example 13: Test if a given string is a palindrome
• Example 14: Fibonacci sequence calculation
• Example 15: Factorial calculation without recursion
• Example 16: Test if a word is an anagram of another
• Example 17: Given a list of words get all the anagrams of a given string
• Example 18: Reverse single linked list in place
• Example 19: Find the binary representation of an integer
• Example 20: Given an array and a value remove all instances of that value in place and return the new array length

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