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NasBench301 Dataset

NIAID Data Ecosystem2026-03-11 收录

神经网络架构

自动化机器学习

数据链接：

https://figshare.com/articles/dataset/NasBench301_Dataset/11822298 数据链接链接失效反馈

官方服务：

资源简介：

A dataset of architectures evaluated on the search space used by DARTS.

应用场景：

创建时间：

2020-02-07

自动化机器学习

电力系统

--- dataset_info: features: - name: id dtype: int64 - name: input_x sequence: sequence: float64 - name: input_y sequence: sequence: float32 - name: rtg sequence:

Hugging Face2023-08-31 更新321

yzhuang/autotree_automl_eye_movements_gosdt_l512_d3_sd2

眼动数据

自动化机器学习

--- dataset_info: features: - name: id dtype: int64 - name: input_x sequence: sequence: float64 - name: input_y sequence: sequence: float32 - name: rtg sequence:

Hugging Face2023-08-29 更新110

NAS results of NAS-Bench-x11

神经网络架构

多保真性能评估

NAS results on nb-311, nb-111, and nbnlp-11 (Figure 5 in paper), and multi-fidelity results on nb-311 (Figure 8 in paper).

NIAID Data Ecosystem50

yzhuang/autotree_automl_covertype_gosdt_l512_d3_sd2

自动化机器学习

决策树

--- dataset_info: features: - name: id dtype: int64 - name: input_x sequence: sequence: float64 - name: input_y sequence: sequence: float32 - name: rtg sequence:

Hugging Face2023-08-26 更新180

yzhuang/autotree_automl_house_16H_sgosdt_l256_d3_sd0

自动化机器学习

树形结构

--- dataset_info: features: - name: id dtype: int64 - name: input_x sequence: sequence: float32 - name: input_y sequence: sequence: float32 - name: rtg sequence:

Hugging Face2023-08-30 更新100

NasBench301 Dataset

资源简介：

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