/ML-Projects

few Machine Learning and AI themed projects using Python 3.7 and its libraries 💻

Primary LanguageJupyter Notebook

Machine Learning Projects 💻

Few Machine Learning and AI themed projects using Python 3.7 and its libraries, such as:

  • Matplotlib
  • Sklearn
  • Numpy
  • Tensorflow
  • OpenCV
  • BeautifulSoup
  • Selentium
  • Seaborn
  • Pyttsx
  • Gym
  • YOLO
  • IBM
  • Pytorch
  • Pygame

All of the projects here are based on online tutorials or official documentation.

CHATBOT

Basic chatbot, that you can use on your website. The last time I checked, only second version works as expected.

DETECTORS

Detecting various items on images (includes exoplanet hunting project as well as commentary and implementation of hand gesture recognizer).

DJANGO REACT

Projects related to web development.

GAN

Generative adversarial network (GAN) projects.

INTERVIEW NOTES

Various useful notes. Helpful when getting ready for Machine Learning interviews.

KNN

Various projects dedicated for exploring sklearn library and popular Machine Learning algorithms such as K Nearest Neighbours (KNN).

MAMMO PROJECT

Mammography project. Detecting breast cancer with Neural Networks.

MOBILEDEV

Development and deployment of mobile applications coded in Python.

OPENCV(2)

Experimenting with filters, haar cascades, timelapses. Video and photo features.

PATHFINDING

A* Pathfinding algorithm.

POSE ESTIMATION

Using YOLO library to main points on human body.

PYTORCH

Few projects just to get familiar with PyTorch library.

QUANTPRO

Quantitative programming using IBM Python supporting library.

R

Few projects just to get familiar with R language, syntax, possibilities and R Studio.

REINFORCEMENT

Reinforcement Learning projects tested with gym library and its environments.

SELF-DRIVING CARS

Computer Vision and CARLA projects.

SKLEARN

Few projects just to get familiar with the Sklearn library.

SNAKE

Snake game made with PyGame. Implemented ML algorithms to help the app learn the game rules and high scores.

SOUND RELATED

Projects related mostly with voice recognition; e.g. a voice assistant similiar to f. e. Alexa, converting PDF to Audiobook format with pyttsx3 library

SUDOKU

Sudoku game made with PyGame. Implemented self-solving recursive algorithm.

SUMMARY

Document summarization with Sklearn and Deep Learning.

VIRUSES

Exploring the way that viruses work and how they are programmed (white hat hacking).

VIZUALISATIONS

Exploring Seaborn, Matplotlib's plots and Panda's plots. Lots of data vizualisations (who would have guessed).

WEB SCRAP

Scraping websites with Selentium and Beautiful Soup.