There are some basic arithmatic in Pattern Recognization and Machine Learning writed in Python in this repository

Overview

Pattern_Recognization_and_Machine_Learning

There are some basic arithmatics in Pattern Recognization and Machine Learning writted in Python in this repository

这其中的内容其实是一个课程的课程作业:
学院:华中科技大学人工智能与自动化学院
课程:模式识别与机器学习

这里面包含的算法有

  1. PLA
  2. Pocket
  3. 梯度下降
    • Linear regression (parsing_and_iteration)
    • Adagram
    • RMS
    • Momentum
    • Adam
    • Random linear regression
  4. Fisher
  5. Logistic
  6. SVM
    • Primer SVM
    • Duel SVM
    • Kernel SVM
  7. OAO
  8. softmax
  9. neural network
  10. LeNet

  • I am sorry to tell you that I only upload the .py files that I wrote because the whole envirnment (including all the needed packages, such as pytorch and numpy) is too big for git to upload. I haven't found the method to copy with this problem. If one day I find the method, I'll upload my whole envirnment.
  • But don't worry, because you can put the .py files in your own envirnment and the Pycharm will guide you to donwload the packages you need.
N Queen Problem using Genetic Algorithm

The N Queen is the problem of placing N chess queens on an N×N chessboard so that no two queens attack each other.

Mahdi Hassanzadeh 2 Nov 11, 2022
A Python description of the Kinematic Bicycle Model with an animated example.

Kinematic Bicycle Model Abstract A python library for the Kinematic Bicycle model. The Kinematic Bicycle is a compromise between the non-linear and li

Winston H. 36 Dec 23, 2022
Path finding algorithm visualizer with python

path-finding-algorithm-visualizer ~ click on the grid to place the starting block and then click elsewhere to add the end block ~ click again to place

izumi 1 Oct 31, 2021
Slight modification to one of the Facebook Salina examples, to test the A2C algorithm on financial series.

Facebook Salina - Gym_AnyTrading Slight modification of Facebook Salina Reinforcement Learning - A2C GPU example for financial series. The gym FOREX d

Francesco Bardozzo 5 Mar 14, 2022
Resilient Adaptive Parallel sImulator for griD (rapid)

Rapid is an open-source software library that implements a novel “parallel-in-time” (Parareal) algorithm and semi-analytical solutions for co-simulation of integrated transmission and distribution sy

Richard Lincoln 7 Sep 07, 2022
An implementation of ordered dithering algorithm in python as multimedia course project

One way of minimizing the size of an image is to simply reduce the number of bits you use to represent each pixel.

7 Dec 02, 2022
TikTok X-Gorgon & X-Khronos Generation Algorithm

TikTok X-Gorgon & X-Khronos Generation Algorithm X-Gorgon and X-Khronos headers are required to call tiktok api. I will provide you API as rental or s

TikTokMate 31 Dec 01, 2022
A raw implementation of the nearest insertion algorithm to resolve TSP problems in a TXT format.

TSP-Nearest-Insertion A raw implementation of the nearest insertion algorithm to resolve TSP problems in a TXT format. Instructions Load a txt file wi

sjas_Phantom 1 Dec 02, 2021
Our implementation of Gillespie's Stochastic Simulation Algorithm (SSA)

SSA Our implementation of Gillespie's Stochastic Simulation Algorithm (SSA) Requirements python =3.7 numpy pandas matplotlib pyyaml Command line usag

Anoop Lab 1 Jan 27, 2022
Sorting-Algorithms - All information about sorting algorithm you need and you can visualize the code tracer

Sorting-Algorithms - All information about sorting algorithm you need and you can visualize the code tracer

Ahmed Hossam 15 Oct 16, 2022
A* (with 2 heuristic functions), BFS , DFS and DFS iterativeA* (with 2 heuristic functions), BFS , DFS and DFS iterative

Descpritpion This project solves the Taquin game (jeu de taquin) problem using different algorithms : A* (with 2 heuristic functions), BFS , DFS and D

Ayari Ahmed 3 May 09, 2022
ROS Basics and TurtleSim

Homework 1: Turtle Control Package Anna Garverick This package draws given waypoints, then waits for a service call with a start position to send the

Anna Garverick 1 Nov 22, 2021
Using A * search algorithm and GBFS search algorithm to solve the Romanian problem

Romanian-problem-using-Astar-and-GBFS Using A * search algorithm and GBFS search algorithm to solve the Romanian problem Romanian problem: The agent i

Mahdi Hassanzadeh 6 Nov 22, 2022
Algorithms implemented in Python

Python Algorithms Library Laurent Luce Description The purpose of this library is to help you with common algorithms like: A* path finding. String Mat

Laurent Luce 264 Dec 06, 2022
This is an Airport Scheduling Time table implemented using Genetic Algorithm

This is an Airport Scheduling Time table implemented using Genetic Algorithm In this The scheduling is performed on the basisi of that no two Air planes are arriving or departing at the same runway a

1 Jan 06, 2022
FLIght SCheduling OPTimization - a simple optimization library for flight scheduling and related problems in the discrete domain

Fliscopt FLIght SCheduling OPTimization 🛫 or fliscopt is a simple optimization library for flight scheduling and related problems in the discrete dom

33 Dec 17, 2022
Esse repositório tem como finalidade expor os trabalhos feitos para disciplina de Algoritmos computacionais e estruturais do CEFET-RJ no ano letivo de 2021.

Exercícios de Python 🐍 Esse repositório tem como finalidade expor os trabalhos feitos para disciplina de Algoritmos computacionais e estruturais do C

Rafaela Bezerra de Figueiredo 1 Nov 20, 2021
A simple python application to visualize sorting algorithms.

Visualize sorting algorithms A simple python application to visualize sorting algorithms. Sort Algorithms Name Function Name O( ) Bubble Sort bubble_s

Duc Tran 3 Apr 01, 2022
Greedy Algorithm-Problem Solving

MAX-MIN-Hackrrank-Python-Solution Greedy Algorithm-Problem Solving You will be given a list of integers, , and a single integer . You must create an a

Mahesh Nagargoje 3 Jul 13, 2021
Provide player's names and mmr and generate mathematically balanced teams

Lollo's matchmaking algorithm Provide player's names and mmr and generate mathematically balanced teams How to use Fill the input.json file with your

4 Aug 04, 2022