Python Utility Libraries ML Frameworks

Zero-dependency Python implementations of fundamental data structures, algorithms, and tools (interpreters, parsers, formatters). Does NOT include domain-specific ML applications, datasets, or frameworks trained for prediction tasks.

There are 26 python utility libraries frameworks tracked. 2 score above 50 (established tier). The highest-rated is TheAlgorithms/C-Plus-Plus at 57/100 with 33,919 stars.

Get all 26 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	TheAlgorithms/C-Plus-Plus Collection of various algorithms in mathematics, machine learning, computer...	57	Established	33,919	C++
2	TheAlgorithms/C Collection of various algorithms in mathematics, machine learning, computer...	51	Established	21,803	C
3	spirosmaggioros/AlgoPlus AlgoPlus is a C++17 library with implemented data structures and algorithms...	46	Emerging	187	C++
4	ACM-VIT/Algos-for-all-Amigos This repository consists an implementation of the Algorithms encountered in...	31	Emerging	9	C++
5	rogue-agent1/di-container-py Zero-dependency Python implementation.	22	Experimental	—	Python
6	rogue-agent1/mailcheck IMAP inbox checker — list recent/unseen emails from CLI.	22	Experimental	—	Python
7	rogue-agent1/neural_network_viz Zero-dep Python CLI	22	Experimental	—	Python
8	rogue-agent1/neural-net-mini-py Minimal neural network in 50 lines	22	Experimental	—	Python
9	rogue-agent1/logistic-regression-py Logistic regression with gradient descent	22	Experimental	—	Python
10	rogue-agent1/minimum-spanning-arborescence-py Edmonds' algorithm (Chu-Liu/Edmonds) for minimum spanning arborescence	22	Experimental	—	Python
11	rogue-agent1/brainfuck2 Zero-dep Python CLI	22	Experimental	—	Python
12	rogue-agent1/nn-py Zero-dependency Python implementation.	22	Experimental	—	Python
13	rogue-agent1/brainfuck-impl-py Brainfuck interpreter	22	Experimental	—	Python
14	rogue-agent1/xmlfmt XML formatter, validator, and query tool. Zero deps.	22	Experimental	—	Python
15	rogue-agent1/strongly-connected-py Tarjan's SCC algorithm with topological ordering	22	Experimental	—	Python
16	rogue-agent1/yaml-parser-py Zero-dep Python CLI tool	22	Experimental	—	Python
17	rogue-agent1/neural_net2 Zero-dep Python CLI	22	Experimental	—	Python
18	rogue-agent1/connect_four Zero-dep Python CLI	22	Experimental	—	Python
19	WeltXing/liblinear-sc-reading LIBLINEAR理论与源码解读（已完结）	15	Experimental	20	—
20	rogue-agent1/connection-pool-impl-py Zero-dependency Python implementation.	14	Experimental	—	Python
21	rogue-agent1/biconnected-comp-py Biconnected components decomposition	14	Experimental	—	Python
22	rogue-agent1/linear-regression-py Zero-dep Python CLI tool	14	Experimental	—	Python
23	WeltXing/libsvm-sc-reading 阅读LibSVM源码的知识整理与思考（已完结）	14	Experimental	33	—
24	rogue-agent1/matrix-chain-py Zero-dependency Python implementation.	14	Experimental	—	Python
25	rogue-agent1/csp-channel-py Zero-dep Python CLI tool	14	Experimental	—	Python
26	mtuann/competitive-programming-101 Competitive Programming Training	12	Experimental	16	C++

Comparisons in this category

C-Plus-Plus and C (57 vs 51) C-Plus-Plus and AlgoPlus (57 vs 46) C and Algos-for-all-Amigos (51 vs 31) neural_net2 and neural_network_viz (22 vs 22)