algorithms
algorithms_illuminated
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| algorithms | algorithms_illuminated | |
|---|---|---|
| 3 | 1 | |
| 23,516 | 7 | |
| - | - | |
| 4.7 | 1.8 | |
| 5 days ago | over 3 years ago | |
| Python | Python | |
| MIT License | MIT License |
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algorithms
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algorithms VS CXXGraph - a user suggested alternative
2 projects | 28 Feb 2022
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I am a proficient Python coder whose learning has plateaued. Any really useful libraries I should look into learning? Taking recommendations.
Here are some that might answer your question: - algorithms is a library which contains many of the most useful algorithms for sorting, searching, working with trees, math algorithms like factorials, prime finders and many more - data classes to save you the trouble of writing everytime special methods in a class like init, repr, set, get - box allows the use of dot on dictionaries to access the keys - more-itertools for more routines to operate on iterables than those itertools provide.
- Resources To Learn Data Structures And Algorithms
algorithms_illuminated
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How useful is knowledge of data structures and algorithms and how to learn them best?
I think it is important if you are building tools but less so for applying them. Most DS/DA tools abstract away all the implementation details where the type of knowledge from a typical DS&A course matters. For learning, I LOVE Tim Roughgarden's lectures and book series. For me, they hit a great balance between intuition and depth. His book only provides pseudo-code, but I've implemented all of the problems with test cases in Python if that would help (as have many others if you Google for it). https://github.com/andrewdoss/algorithms_illuminated
What are some alternatives?
searxng - SearXNG is a free internet metasearch engine which aggregates results from various search services and databases. Users are neither tracked nor profiled.
algoexpert-data-structures-algorithms - A collection of solutions for all problem statements on the AlgoExpert Coding Interview platform.
Box - Python dictionaries with advanced dot notation access
coding-problems - Solutions for various coding/algorithmic problems and many useful resources for learning algorithms and data structures
threeXYZgraphing - 3d xyz graphing using threejs
Basic-Algorithms - Basic algorithms and data structures written in different programming languages
nimpy - Nim - Python bridge
libmaths - A Python library created to assist programmers with complex mathematical functions
more-itertools - More routines for operating on iterables, beyond itertools
TheAlgorithms - All Algorithms implemented in Python
timebudget - Stupidly-simple speed measurements for Python.
java-algorithms-implementation - Algorithms and Data Structures implemented in Java