If you are into Python and have been writing code in Python for the last few months, you have come to the right place.
This project is for all the Python lovers out there.
This repository contains a curated list of some of the awesome small projects made in Python that you can code away this summer.
It includes analysis of different Python modules, a deep analysis of the Python statistics modules, and dataframes like Pandas.
It has some projects on classification, correlation and regression which are the fundamental building blocks of Machine Learning and Neural Networks.
The repository is still under development. Only the source code has been uploaded so far. Implementations and results using Jupyter Notebooks will be implemented shortly.
New to Python? Take a look here.
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A step-by-step guide to download all the codes from here and test yourself in your local machine.
git clone https://github.com/prateekiiest/Code-Sleep-Python.git
# Go to the corresponding directory where it gets cloned
cd Code-Sleep-python
cd Code-Sleep-Python # all the codes are present Here
pip install jupyterlab
jupyter notebook
This will open a new jupyter notebook in your localhost where you can run all the codes and test it for yourself.
See Project Ideas here
Code of Conduct See here
- Tic-Tac-Toe - classic Tic-Tac-Toe simulator
- Inception Tic-Tac-Toe - a tkinter GUI "tic-tac-toe within tic-tac-toe"
- Connect Four - Connect Four game
- Hangman - classic word-guessing game
- Snake - classic Snake game (pygame)
- Flappy Bird - Flappy Bird clone (pygame)
- Sprint - terminal-based sprint/running game
- Caesar-Cipher - simple Caesar cipher CLI
- Encryption-Techniques - collection of classic ciphers (AES, DES, RSA, IDEA, Hill, Caesar, Transposition)
- Link Shortener - shortens URLs using the TinyURL API
- primitiveBlockChain - minimal blockchain implementation demo
- py_api - example GitHub API CLI client
- Website status check - checks whether a website is up, down, or redirected
- Cricket Notification - desktop notification for live India cricket scores (cricapi)
- chatbot - simple voice chatbot (speech recognition + gTTS)
- speech-to-text - transcribes microphone input using Google's speech API
- text-to-speech - converts text input into an mp3 using gTTS
- voice assistant - "Friday", a desktop voice assistant
- Prime - prime number utilities, including the Sieve of Eratosthenes
- Koch Curve - draws a Koch snowflake fractal
- Superellipse - draws superellipse (Lamé) curves
- Floating Text - animated scrolling ASCII banner text
- Classification - k-NN classification case study (wine quality)
- Whisky Classification - clustering/plotting case study using Bokeh
- regression - logistic regression notebook (TensorFlow)
- Bird Migration - case study tracking bird migration patterns
- Social Network Analysis - homophily analysis of social networks
- Translations of Hamlet - word frequency analysis across Hamlet translations
Its simple. Just fork/clone the repository and see the Contributing Guidelines here
Let me know about that. Feel free to open a new issue about any bug or problem you encounter.
New to Python? No problem! Take a look at the following resources:
- Python beginners guide
- Python course by Google (online course)
- Python course by sentdex on YouTube(online course)
- Learn Python the Hard Way (book)
- MIT: Introduction to Computer Science and Programming in Python (open courseware)
- Python for Developers(book)
- How to Think Like a Computer Scientist(book)
- Byte of Python(book)
- Pycharm EDU - A helpful program that teaches Python. It includes many lessons on basic Python. It also has tests, checks, and hints to help you through each programming activity!
- Build applications in Python the anti-textbook - Teaches Python through example and Youtube Screencasts.
To see a list of all contributors see here