early-stopping 开源项目推荐（141 个）

Bjarten /early-stopping-pytorch

Early stopping for PyTorch

loopgain-ai /loopgain

面向 AI 智能体循环的开源成本控制器——在真正收敛时停止循环，并在性能下降前回滚，而不是运行到固定的 max_iterations 上限。实时循环增益（Aβ）区间 + 最佳迄今回滚。适配 LangGraph、CrewAI、AutoGen、LangChain、OpenAI Agents 和 Claude Agent SDK；为自定义技术栈提供原始 API。

Lance0218 /Pytorch-DistributedDataParallel-Training-Tricks

A guide that integrates Pytorch DistributedDataParallel, Apex, warmup, learning rate scheduler, also mentions the set-up of early-stopping and random seed.

priyavrat-misra /xrays-and-gradcam

Classification and Gradient-based Localization of Chest Radiographs using PyTorch.

hazard0942 /torch-orchestra

Zero-Code PyTorch Model Accelerator Toolkit 2026: Supercharge AI Training Workflows

khaledali2702-prog /torch-trainer-forge

PyTorch Training Loop Template 2026: Best Flexible Trainer Boilerplate for Fast Model Validation

chenpf1025 /RobustnessAccuracy

AAAI 2021: Robustness of Accuracy Metric and its Inspirations in Learning with Noisy Labels

mll-lab-nu /BAGEN

BAGEN (Budget-Aware Agent): benchmark and training code for budget-aware LLM agents that estimate token, time, and money cost mid-task.

hongym7 /early_stopping

early stopping in tensorflow estimator

EmnamoR /FashionMnist

Fashion Mnist image classification using cross entropy and Triplet loss

Pradnya1208 /Parkinsons-disease-prediction-using-CNN

The objective of this projects is to build a CNN model to accurately detect the presence of Parkinson’s disease in an individual.

34j /lightgbm-callbacks

A collection of LightGBM callbacks. (DART early stopping, tqdm progress bar)

tr7200 /Adam_to_SGD

Tensorflow-Keras callback implementing arXiv 1712.07628

tomoking2004 /train4all

Minimal PyTorch training framework — implement three methods, get a full training loop: composable phases, checkpointing, early stopping, metrics, and a live web dashboard.

Tejo0507 /NLAutoencoders-AnswerStableTail

Evaluating whether natural-language autoencoder readouts provide useful information about the answer-stable tail of reasoning traces beyond cheaper signals. Includes code, the frozen research report, and experimental artifacts.

ugyenn-tsheringg /Predicting-Loan-Defaults-with-Deep-Learning

A deep learning model to predict loan default probabilities for the African Credit Scoring Challenge.

SanjarH /Sarcasm-Detection

Project made in Jupyter Notebook with "News Headlines Dataset For Sarcasm Detection" from Kaggle.

charumakhijani /fake-and-real-news-detection

该项目在 GitHub 上没有填写描述

rochitasundar /Intro-To-Deep-Learning-With-PyTorch

This repository contains my code solutions to Udacity's coursework 'Intro to Deep Learning with PyTorch'.

ParsaD23 /PyTorch_Training_Loop

Flexible PyTorch Trainer boilerplate template - simplifies training, validation, and testing of models.