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Accuracy Python Packages

Python packages with the GitHub topic accuracy. Sorted by monthly downloads, with stars and forks.
sepandhaghighi
pycm

Multi-class confusion matrix library in Python

13K 2K 126
ratel-ai
ratel-ai

Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

11K 471 26
ratel-ai
ratel-ai-telemetry

Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

2K 471 26
nschloe
accupy

:dart: Accurate sums and dot products for Python.

526 107 15
Kukuster
ci-methods-analyser

Analyse efficacy of your own confidence interval (CI) methods

345 0 0
kovalp
binary-classification-ratios

Binary classification ratios gathered in one package.

345 0 0
lewis-morris
skperopt

A hyperopt wrapper - simplifying hyperparameter tuning with Scikit-learn style estimators.

319 5 1
watson-developer-cloud
assistant-dialog-skill-analysis

Dialog Skill Analysis framework for Watson Assistant

138 40 40
gykovacs
mlscorecheck

Testing the consistency of binary classification performance scores reported in papers

133 12 0
watson-developer-cloud
assistant-skill-analysis

Dialog Skill Analysis framework for Watson Assistant

75 40 40
jfilter
deep-plots

📉 Visualize your Deep Learning training in static graphics

63 5 1
eonu
daze

Better multi-class confusion matrix plots for Scikit-Learn, incorporating per-class and overall evaluation measures.

60 5 0
chigwell
structuredxtract

A new package is designed to simplify the process of extracting structured information from user-provided text inputs by leveraging a language model with pattern matching capabilities. The system prom

54 1 0
chigwell
model-compare

model-compare evaluates AI models side‑by‑side based on user tasks, rating accuracy, creativity, and efficiency to guide model choice.

52 1 0
chigwell
lawhead-extractor

lawhead-extractor parses legal headlines, extracting parties, claim type and outcome using an LLM with pattern matching for accuracy.

49 1 0
guilt
pdf-translate

Translate PDFs into any language via the Google Translate unofficial API.

47 0 0
chigwell
vitae-parser

vitae-parser extracts and structures biographical details from unstructured text using pattern matching.

42 1 0
priscilla-chk
top-k-models

Python Data Tool: Top-k classification and model selector

42 0 1
    • Original data from PyPI, GitHub, and OSV; downloads served through ClickHouse
    • Sources & methodology