mound21k Goto Github PK

102-flower-species-classification-project

This project uses a Deep Learning approach and PyTorch as framework to train a CNN classifier algorithm to output a flower species based on its image.

8puzzle

Solving 8-Puzzle problem based on A* algorithm using python(Although it's not the most efficient way)!

ascii_texts_image

A beginner friendly python project: a simple program that convert your camera output to ascii video output!

astro

a bash script to help you bypass GFW

chatgpt

🔮 ChatGPT Desktop Application (Mac, Windows and Linux)

infinite_monkey

Solving the infinite monkey theorem with Genetic Algorithm.

julia

The Julia Programming Language

knn_sklearn_model

Training a k-nearest neighbors model with 99% plus accuracy using sklearn KNN-model and the dataset is also included.

learning_linear_regression

machine-learning-roadmap

A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.

max_finder_genetics

Finding the maximum of function of (1+np.cos(2*numpy.pi*x1*x2))*numpy.exp(-(abs(x1)+abs(x2))/2) using Genetic algorithm where x1 is between -4 and 2 and x2 is between -1.5 and 1.

ml-for-beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

mlbookcamp-code

The code from the Machine Learning Bookcamp book and a free course based on the book

mubert-text-to-music

A simple notebook demonstrating prompt-based music generation via Mubert API

n-queen

Solving Nqueen problem using Genetic algorithm and coded in python

nebullvm

Accelerate AI models leveraging best-of-breed optimization techniques 🚀

numpy_nqueen

Solving N-Queen toy problem with Genetic Algorithm using Numpy to make it way efficient!

pso_algorithm

Finding the minimum of f(x,y) = (x-3.14)^2 + (y-2.72)^2 + sin(3*x+1.41) + sin(4*y-1.73) in domain of [0,5] Using Particle swarm optimization (PSO)!

ptp

[Arxiv2022] The code for 《Position-guided Text Prompt for Vision-Language Pre-training》

python-3.0-course

Python 3.x - Numpy - Matplotlib - Pandas - MySQL - etc.

python-advanced

Advanced Python

python-engineer-roadmap

Python Engineer Roadmap

tsm_genetics

Solving Travelling salves man (TSM) using Genetic Algorithm Coded in python!

tsm_proposed_methods

Solving TSM problem using different solving methods!