Algo-Finder

An Open source code formatter that uses machine learning to determine the time and space-complexity of your algorithm and its efficiency and recommends a faster and more efficient algorithms of a lower time, and if chosen space-complexity whilst keeping code function and integrity, for Python and Rust (Planned).

Features

• Logging of space and time complexity.
• Before and after time complexity comparison.
• Smart variable detection to allow ease of converting.
• Programming language detection.
• Revert back to previous algorithm if code errors do occur.

Demo

Color Reference

Time Complexity	Color
O(1), O(log n)	#1CF423
O(n log n)	#F98FAD
≤ O(n²)	#FF4846

Screenshots

Usage/Examples

Roadmap

• Improved CLI

• Better Variable Detection

• Rust and Other Language Support

• Web Demo

• Language Detection (Done)

• Use Click For CLI

Lessons Learned

License

MIT

Acknowledgements

• Rosetta Code
• Guesslang
• Libraries.io For Training Algorithms