human-in-the-loop-machine-learning 开源项目推荐（26 个）

b12io /orchestra

Orchestra is a human-in-the-loop AI system for orchestrating project teams of experts and machines.

Abe404 /root_painter

RootPainter: Deep Learning Segmentation of Biological Images with Corrective Annotation

rehmanzafar /xai-iml-sota

Interesting resources related to Explainable Artificial Intelligence, Interpretable Machine Learning, Interactive Machine Learning, Human in Loop and Visual Analytics.

slrbl /human-in-the-loop-machine-learning-tool-tornado

Tornado is an open source Human-in-the-loop machine learning tool. It helps you label your dataset on the fly while training your model through a simple web user interface. It supports all data types: structured, text and image.

BirkhoffG /Explainable-ML-Papers

A list of research papers of explainable machine learning.

GuanSuns /Simple-Human-in-the-Loop-ML-Interface

A simple human interface for human-in-the-loop machine learning research, which allows: 1. annote image on webpage, 2. collect human feedback through keyboard input, 3. direct interaction with agents on remote server

mpl-extensions /mpl-image-labeller

Matplotlib Image labeller for classifying images

HIIT /human-overfitting-in-IML

User Modelling for Avoiding Overfitting in Interactive Knowledge Elicitation for Prediction

zju-vipa /HML

Human in the loop Machine Learning System

rochitasundar /DeepLearning.AI-Practical-Data-Science-On-AWS-Cloud-Specialization

This repository contains my code solution to DeepLearning.AIs Practical Data Science On AWS Cloud Specialization.

ma921 /CoExBO

(AISTATS 2024) "Looping in the Human: Collaborative and Explainable Bayesian Optimization"

gotohuman /gotohuman-python-sdk

gotoHuman Python SDK

ubhils /welcome-to-hils

The welcome repository for anyone who joins HILS

Pavi44M /Agent-Shelly-0.3

Personal analytics agent: retail, consumer electronics, wholesale, warehousing & production. Forecasting (SARIMA-X, XGBoost), anomaly detection, K-means, decision log with human confirmation, learning loop, voice chat

jpatel-strategy /auditledger

AuditLedger an auditable AI agent for accounts payable. It reconciles invoices, catches errors, and logs every decision for full transparency. Deterministic 3-way matching + agentic AI, with human-in-the-loop sign-off. Built with Python, LangChain, and Streamlit. Live demo.

fcole90 /three-muses-creative-ai

Three Muses: AI for creative image composition

girish-indurkar /self-healing-data-pipeline

AI agent that diagnoses failed data pipelines, auto-fixes safe issues, and escalates risky ones for human approval.

sarkarbikram90 /symmetrical-engine

Autonomous System Diagnostics with Auto-Healing + Human-in-the-loop

Last-Vega /patentAnalysis

新規技術要素推薦アプリ

hashtaglensman /HumanintheLoop

Human in the Loop