mmarszal7 / python

Python notes, tools and machine learning scripts

Small Python projects

Apps:

• lyrics - transparent, topmost app that shows lyrics of a given song

• face-detector - using pre trained ML model to detect face in webcam

• flashcard converter - converts files or given words into flashcard friendly format

  perro               Spanish     English
  dog                 perro       dog
  gato        =>      ratón       mouse
  cat                 gato        cat
  ratón
  mouse
  

• browser-history-analyzer - app showing pie chart with data from your Chrome history :)

• color-picker - let you pick color (rgb and #) from any window (workis similar to tool from Paint or MAC)

• code-lines-counter - counting lines in files with specified extensions

• github-backup - downloads all repos of a given github user (might be usefull near the end of the GitHub, Internet, World etc.)

• json-formatter - very simple CLI for formatting JSON files (+ lets you specify indent)

• led-simulator - just converts decimal numbers to HEX and BIN values (name comes from project where instead of bin values there were LEDs)

• rest-api-spammer - simple CLI for sending multiple GET/POST/DELETEs to REST API at once (usefull for testing and early stage development)

Machine learning

• Great summary of ML methods - e.g. quote about NNs: We have a thousand-layer network, dozens of video cards, but still no idea where to use it. Let's generate cat pics!"

• keras-model-export - example of exporting keras model to Tensorflow format

• salesman - genetic algorithm solution for Travelling salesman problem

  

• speech-recognition - recognizing 12 different speach commands in polish

• stock-prices - predicting stock prices with SVMs with 3 different kernels (linear, polynomial and RBF)

Web:

• django-rest-api - basic implementation of REST API in Django

• simplest-http-server - http server in 2 lines of python code