Predictive Analytics Python Packages

xorq

Git-native executable catalog for agentic data work.

retentioneering

Python toolkit, MCP server, and agent skills for reproducible, auditable clickstream and event log analytics. Helps AI agents, data scientists and analysts build, validate, and cross-check product analytics, quantitative UX, customer journeys, graph-based user flows, behavioral segmentation, A/B tests, process mining models, Markov chain simulation

predictive-maintenance-mcp

MCP server for predictive maintenance and machinery fault diagnosis. Gives AI assistants evidence-based vibration analysis - FFT, envelope, bearing fault detection, ISO 20816-3 severity - with a measured, blind CWRU benchmark. Local-first: raw signals never leave your machine. Includes a Claude Code plugin.

alphapy

Python AutoML for Trading Systems and Sports Betting

philanthropy

scikit-learn–native predictive analytics for nonprofit & academic-medical-center fundraising: donor propensity, lapse, planned giving, wealth screening, and revenue forecasting.

equitable-capital-optimization-ai

AI-powered research platform for predictive capital-readiness analysis, fairness auditing, explainable AI, and equitable capital allocation for underserved U.S. entrepreneurial ecosystems.

iflow-mcp-lgdimaggio-predictive-maintenance-mcp

MCP server for predictive maintenance and machinery fault diagnosis. Gives AI assistants evidence-based vibration analysis - FFT, envelope, bearing fault detection, ISO 20816-3 severity - with a measured, blind CWRU benchmark. Local-first: raw signals never leave your machine. Includes a Claude Code plugin.

mseep-predictive-maintenance-mcp

An open-source MCP server that turns LLMs into condition monitoring assistants for reliability engineers. It gives your AI assistant evidence-based vibration diagnostics: machine fault detection, severity assessment and diagnostic reports, for faster predictive maintenance decisions. Also available as a Claude Code plugin.

nexora-prediction

Autonomous AI Predictive Analytics Platform

comport-ai

An HR predictive analytics tool for forecasting the likely range of a worker’s future job performance using multiple ANNs with custom loss functions.

monasca-predictor

Integrating with Monasca to provide OpenStack with predictive analytics.

workforcesim

Synaptans WorkforceSim is a free open-source web app for simulating the complex dynamics of a factory workforce – including workers’ daily job performance, personal interactions with their peers and supervisors, and attrition.

topsis-anerudh-102203042

A repository made for assignments and kaggle hacks completed as required in the Predictive Analytics course.

socialtextlytics

A new package that analyzes social media post text to extract structured insights about audience engagement patterns, such as identifying common themes in highly liked content or predicting potential

mljar

A simple python wrapper over MLJAR API.

workforcesim-neuraxenetica

Synaptans WorkforceSim is a free open-source web app for simulating the complex dynamics of a factory workforce – including workers’ daily job performance, personal interactions with their peers and supervisors, and attrition.