1 个仓库
Awesome GitHub RepositoriesTraining Data Batching
Pipelines specifically designed to group training data into small subsets for gradient descent stability.
Distinct from Batch Processing Pipelines: Distinct from general batch processing pipelines by focusing on mini-batching for neural network training stability.
Explore 1 awesome GitHub repository matching development tools & productivity · Training Data Batching. Refine with filters or upvote what's useful.
Awesome Training Data Batching GitHub Repositories
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- udacity/deep-learning
udacity/deep-learning
4,058在 GitHub 上查看该项目是一个深度学习教育课程和实现指南，专为构建和训练神经网络而设计。它提供了一个开发模型以解决模式识别和生成任务的课程。 该材料包括用于计算机视觉训练、自然语言处理和生成式 AI 的专门模块。它涵盖了迁移学习在分类新数据中的实际应用以及合成媒体的创建。 该项目包含网络架构设计、机器学习数据流水线的构建，以及使用模型性能诊断来识别欠拟合或过拟合。 内容通过 Jupyter Notebook 交付。
Provides data pipelines that stream preprocessed data in small subsets to stabilize gradient updates.
Jupyter Notebook
