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interpretml
interpret-core

Fit interpretable models. Explain blackbox machine learning.

957K 7K 783
interpretml
interpret

Fit interpretable models. Explain blackbox machine learning.

387K 7K 783
ottenbreit-data-science
aplr

APLR builds predictive, interpretable regression and classification models using Automatic Piecewise Linear Regression. It often rivals tree-based methods in predictive accuracy while offering smoother and interpretable predictions.

215K 23 5
exaxorg
accelerator

The Accelerator is a tool for fast and reproducible processing of eBay-scale datasets on a single computer.

35K 4 2
NDelventhal
cot-reports

cot_reports is a Python library for fetching the Commitments of Trader reports of the Commodity Futures Trading Commission (CFTC). The following COT reports are supported: Legacy Futures-only, Legacy Futures-and-Options Combined, Supplemental Futures-and-Options Combined, Disaggregated Futures-only, Disaggregated Futures-and-Options Combined, Traders in Financial Futures (TFF) Futures-only and Traders in Financial Futures (TFF) Futures-and-Options Combined.

14K 190 53
MAIF
shapash

🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models

9K 3K 383
SachiHarshitha
copilot-usage

Local-first Copilot usage analytics — token tracking, premium estimates, and dashboard

3K 7 3
mnemom
agent-alignment-protocol

Agent Alignment Protocol — the missing trust layer for the agent stack

2K 6 0
openpolicedata
openpolicedata

The OpenPoliceData (OPD) Python library is the most comprehensive centralized public access point for incident-level police data

2K 49 13
tensorflow
model-card-toolkit

Model Card Toolkit

1K 446 89
explainX
explainx

Explain and debug any black-box Machine Learning model.

869 445 57
juandavidsernav
secop-mcp-server

MCP Server para consultar contratación pública de Colombia (SECOP I y II)

453 1 1
Sagar-Gogineni
agentguard-eu

EU AI Act compliance middleware for AI agents. Make any LLM-powered agent legally deployable in Europe with 3 lines of code.

451 10 0
AI-Provenance-Protocol
ai-provenance-protocol

The AI Provenance Protocol (APP) is an open standard for verifying AI-generated content. It provides a machine-readable format to track model identity, inputs, and human review. Designed for EU AI Act compliance (Article 50) and global governance, APP ensures transparency and accountability for any AI output.

428 0 0
onurhakki
theohe-epias

Energy Exchange Istanbul (EXIST) or Enerji Piyasaları İşletme A.Ş. (EPİAŞ) by its Turkish name is an energy exchange company.

391 2 0
interpretml
powerlift

Fit interpretable models. Explain blackbox machine learning.

390 7K 783
holgerd77
django-public-project

Custom Python/Django CMS - Transparency for Public Projects (used for BERwatch/BLBwatch)

369 24 11
codywallace
imf-fx

High-performance Python client for IMF SDMX 3.0 exchange-rate data, with a monthly USD dataset helper.

364 1 0
apparebit
shantay

investigating the EU's DSA transparency database

299 3 1
cosmicBboy
themis-ml

A library that implements fairness-aware machine learning algorithms

157 126 27
diputs-sudo
hyperassist

A modular tool for analyzing machine learning training logs and hyperparameters. It helps developers and researchers gain insight into training dynamics, surface anomalies, and improve model performance through informed tuning.

144 4 0
codeforboston
npdi-oas

OpenAPI spec for NPDI data models

132 58 101
Transparency-in-the-non-profit-sector
nedextract

extract specific information from annual report files

100 2 0
protontypes
libreselery

Continuous distribution of funding to your project contributors and dependencies. Integrated into GitHub Actions

84 125 18
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