Pinned Repositories
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!
Knn_sklearn_model
Training a k-nearest neighbors model with 99% plus accuracy using sklearn KNN-model and the dataset is also included.
mlbookcamp-code
The code from the Machine Learning Bookcamp book and a free course based on the book
Numpy_Nqueen
Solving N-Queen toy problem with Genetic Algorithm using Numpy to make it way efficient!
Python-3.0-Course
Python 3.x - Numpy - Matplotlib - Pandas - MySQL - etc.
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!
Mound21k's Repositories
Mound21k/python-engineer-roadmap
Python Engineer Roadmap
Mound21k/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.
Mound21k/8Puzzle
Solving 8-Puzzle problem based on A* algorithm using python(Although it's not the most efficient way)!
Mound21k/ascii_texts_image
A beginner friendly python project: a simple program that convert your camera output to ascii video output!
Mound21k/Knn_sklearn_model
Training a k-nearest neighbors model with 99% plus accuracy using sklearn KNN-model and the dataset is also included.
Mound21k/mlbookcamp-code
The code from the Machine Learning Bookcamp book and a free course based on the book
Mound21k/Numpy_Nqueen
Solving N-Queen toy problem with Genetic Algorithm using Numpy to make it way efficient!
Mound21k/Python-3.0-Course
Python 3.x - Numpy - Matplotlib - Pandas - MySQL - etc.
Mound21k/TSM_Genetics
Solving Travelling salves man (TSM) using Genetic Algorithm Coded in python!
Mound21k/Tsm_Proposed_methods
Solving TSM problem using different solving methods!
Mound21k/Astro
a bash script to help you bypass GFW
Mound21k/ChatGPT
đź”® ChatGPT Desktop Application (Mac, Windows and Linux)
Mound21k/infinite_monkey
Solving the infinite monkey theorem with Genetic Algorithm.
Mound21k/julia
The Julia Programming Language
Mound21k/Learning_Linear_Regression
Mound21k/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.
Mound21k/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.
Mound21k/ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
Mound21k/Mubert-Text-to-Music
A simple notebook demonstrating prompt-based music generation via Mubert API
Mound21k/N-Queen
Solving Nqueen problem using Genetic algorithm and coded in python
Mound21k/nebullvm
Accelerate AI models leveraging best-of-breed optimization techniques 🚀
Mound21k/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)!
Mound21k/ptp
[Arxiv2022] The code for 《Position-guided Text Prompt for Vision-Language Pre-training》
Mound21k/Python-Advanced
Advanced Python