EpochGo

EpochGo is an autonomous local-first multi-agent AutoML platform that runs data science tasks offline.

EpochGo is an open-source, local-first AutoML software system developed by Epochlypse Research. Users clone the repository, run Docker, and use a browser interface to upload raw CSV datasets. A coordinated team of three autonomous AI agents handles data preprocessing, feature engineering, machine learning benchmarking, hyperparameter tuning, and MLOps deployment. The platform evaluates algorithms like XGBoost, LightGBM, CatBoost, and Random Forest without hyperparameter bias. It outputs standalone Python scripts, Markdown reports, and a production-ready FastAPI microservice with an interactive prediction playground.

EpochGo at a glance

Best for: Software engineer, Researcher
Runs on: Web, Docker, API, self-hosted, open source
Pricing: Free for personal, commercial, and research use under the MIT License.
Released: October 2026
Category: AI agent tool
Website: github.com/aryandinakaran/epochgo

Key features

Automatic data preprocessing and feature engineering
Missing value and extreme outlier detection
Evaluation of 7 baseline machine learning algorithms
High-efficiency hyperparameter optimization via RandomizedSearchCV
Production-ready FastAPI microservice generation
Interactive in-browser prediction playground
Real-time WebSocket stream for agent reasoning logs

Use it for

Automating binary classification tasks like customer churn prediction
Building regression models for tasks like house price estimation
Generating reproducible Python training scripts and Markdown reports
Deploying machine learning models as FastAPI microservices

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