This repository contains various Python and C++ scripts for solving a wide range of problems including machine learning algorithms, mathematical computations, cryptography, and more. The collection covers topics from computer science, mathematics, physics, and data processing.
adaBoost.py: Implementation of the AdaBoost algorithm.cnn.py: Convolutional Neural Network (CNN) implementation.fnn.py: Feedforward Neural Network (FNN) implementation.logisticRegression.py: Logistic regression algorithm.linearRegression.py: Linear regression model.rnn.py: Recurrent Neural Network (RNN) implementation.lstm.py: Long Short-Term Memory (LSTM) neural network.
addTwoNumbersInBaseFourTeen.py: Function to add two numbers in base-14.addTwoPolynomials.py: Add two polynomials represented as lists.affineCipher.py: Implements Affine Cipher encryption and decryption.antiderivative.py: Compute the antiderivative of a given function.asciiToInt.py: Convert ASCII values to their integer equivalents.associativityAddition.py: Verifies the associativity of addition.atXTime.py: Time-related utilities.bayesTheorem.py: Implementation of Bayes' Theorem for probability calculations.binarySearchTree.py: Binary search tree data structure.binomialFormula.py: Implements the binomial formula.chainRule.py: Compute derivatives using the chain rule.confidenceInterval.py: Calculate the confidence interval for data.convertArrToDataSet.py: Convert an array to a dataset format.convertArrToNPArr.py: Convert an array into a NumPy array.doublyLinkedList.py: Doubly linked list data structure.heisenbergEquation.py: Solve the Heisenberg equation.hilbertSpace.py: Operations in Hilbert space.lagrangeRange.py: Lagrange interpolation and range calculations.lexicographicalSort.cpp: C++ implementation of lexicographical sort.meanValueTheorem.py: Solve problems using the Mean Value Theorem.nymanAllocation.py: Implement Nyman allocation model.pathIntegral.py: Calculate the path integral for a given path.solveCubic.py: Solve cubic equations.solveIntermediateValueTheorem.py: Apply the Intermediate Value Theorem.solveLinear.py: Solve linear equations.solvePiecewise.py: Solve piecewise-defined functions.solveQuadratic.py: Solve quadratic equations.theFundamentalTheoremOfCalculus.py: Apply the Fundamental Theorem of Calculus.
affineCipher.py: Affine cipher encryption and decryption.polybiusSquareCipher.py: Polybius Square Cipher implementation.vernamCipher.py: Vernam cipher encryption.
getExtIp.py: Get the external IP address of the machine.getLocation.py: Get the geographical location of the machine using IP.pdfToTXT.py: Convert PDF files to text files.pingpong.py: Ping Pong utility script.txtToMPThree.py: Convert text files to MP3 audio format.usdToCad.py: Convert USD to CAD currency.zipToTXT.py: Extract text from ZIP files.winReboot.py: Script to reboot Windows systems.winShutdown.py: Script to shut down Windows systems.
electronDrift.py: Calculate the drift velocity of electrons.eulersEquation.py: Implement Euler's equation for fluid dynamics.heisenbergEquation.py: Solve the Heisenberg Uncertainty Equation.maxwellsEquations.py: Implementation of Maxwell's equations for electromagnetism.specialRelativity.py: Solve problems related to special relativity.
asciiToInt.py: Convert ASCII characters to their integer values.shannonInformationTheory.py: Explore Shannon's Information Theory.manhattanDistancee.py: Compute Manhattan distance between two points.tStatistic.py: Calculate the t-statistic for statistical testing.solveIntermediateValueTheorem.py: Solve problems using the Intermediate Value Theorem.standardedScore.py: Calculate standardized scores (z-scores).varianceOfBinomialDistr.py: Calculate the variance of a binomial distribution.