datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
analog-circuits-sky130
Dataset Card for Analog SPICE Circuits on SKY130
130,409 ngspice-simulated SPICE netlists on the open-source SkyWater SKY130 PDK, unified from three upstream sources into a single HuggingFace-loadable schema with deterministic topology-aware train/validation/test splits. Designed as a supervised (SPICE netlist → performance metrics) corpus for training of models for analog circuit design.
Fully open toolchain. Analog-EDA datasets commonly require a commercial SPICE simulator and/or… See the full description on the dataset page: https://huggingface.co/datasets/pphilip/analog-circuits-sky130.ltspice-spice-circuits
LTspice Netlist ↔ ASC Schematic Dataset
SPICE netlists paired with their corresponding LTspice .asc schematic files,
scraped from public GitHub repositories.
Columns
netlist (string): SPICE netlist content
asc (string): Corresponding LTspice .asc schematic file content
Splits
train: 53000 samples
test: 2790 samples
Usage
from datasets import load_dataset
ds = load_dataset("Si7li/ltspice-spice-circuits")
sample = ds['train'][0]
print("Netlist:"… See the full description on the dataset page: https://huggingface.co/datasets/Si7li/ltspice-spice-circuits.phasor-ac-circuits
Phasor AC Circuits
This dataset contains several ac circuits defined using phasors as well as a description of the components in these circuits.
Example Circuit
circuits_raw/circuit_page_1_circuit_1.png
components/circuit_page_1_circuit_1.yaml
circuit_id: circuit_page_1_circuit_1
components:
- bbox:
h: 52
w: 52
x: 176
y: 25
component_name: capacitor
- bbox:
h: 59
w: 59
x: 258
y: 90
component_name: inductor
- bbox:
h: 52
w:… See the full description on the dataset page: https://huggingface.co/datasets/dostoevskyIdiot/phasor-ac-circuits.analog-circuits-sky130
Dataset Card for Analog SPICE Circuits on SKY130
130,409 ngspice-simulated SPICE netlists on the open-source SkyWater SKY130 PDK, unified from three upstream sources into a single HuggingFace-loadable schema with deterministic topology-aware train/validation/test splits. Designed as a supervised (SPICE netlist → performance metrics) corpus for training of models for analog circuit design.
Fully open toolchain. Analog-EDA datasets commonly require a commercial SPICE simulator… See the full description on the dataset page: https://huggingface.co/datasets/gcSniper2/analog-circuits-sky130.analog-circuits-sky130
Dataset Card for Analog SPICE Circuits on SKY130
130,409 ngspice-simulated SPICE netlists on the open-source SkyWater SKY130 PDK, unified from three upstream sources into a single HuggingFace-loadable schema with deterministic topology-aware train/validation/test splits. Designed as a supervised (SPICE netlist → performance metrics) corpus for training of models for analog circuit design.
Fully open toolchain. Analog-EDA datasets commonly require a commercial SPICE simulator and/or… See the full description on the dataset page: https://huggingface.co/datasets/introvoyz041/analog-circuits-sky130.SPICE-Circuitsltspice-spice-circuits-no-aug
LTspice Netlist ↔ ASC Schematic Dataset
SPICE netlists paired with their corresponding LTspice .asc schematic files,
scraped from public GitHub repositories.
Columns
netlist (string): SPICE netlist content
asc (string): Corresponding LTspice .asc schematic file content
Splits
train: 7866 samples
test: 414 samples
Usage
from datasets import load_dataset
ds = load_dataset("Si7li/ltspice-spice-circuits-no-aug")
sample = ds['train'][0]… See the full description on the dataset page: https://huggingface.co/datasets/Si7li/ltspice-spice-circuits-no-aug.chinese-five-circuits-six-qi
Pokkoa 五运六气基础版数据集 (Wu Yun Liu Qi - Basic Edition)
📦 Dataset Name: chinese-five-circuits-six-qi🌱 开源基础版 · 社群共享 · 广种福田🔓 License: CC BY 4.0👥 Maintainer: Pokkoa 团队
📘 简介
Pokkoa 五运六气基础版数据集由资深中医专家团队基于五运六气理论整理、清洗与结构化，是 Pokkoa 推动“中医智慧 x 数据科学”融合的第一步。
本数据集面向学术研究、AI 应用开发、时序建模等多个方向开放，帮助更多开发者与研究者深入探索五运六气的现代价值。
我们也将陆续推出更丰富、更深入的增强版（非开源），敬请期待！
📂 数据概览
本数据集包含：
🌪 年、季、月的运气主气、客气、主克、主受等信息
📅 时间跨度：请参考数据内容文件说明
🧾 数据格式：Parquet（具体格式请查看 data/ 目录）
🚀 快速开始
使用… See the full description on the dataset page: https://huggingface.co/datasets/pokkoa/chinese-five-circuits-six-qi.CircuitSketchTextAnnotationstinynav_depth_camera_circuitstscircuit-circuits-v1
tscircuit Training Dataset
Dataset di circuiti elettronici in formato tscircuit (TypeScript/JSX) estratti dal repository ufficiale tscircuit/core.
Struttura
Il dataset contiene 3 split:
train: 90% dei circuiti validi
validation: 10% per testing
raw_circuits.jsonl: Dati grezzi con metadati
Formato
Ogni esempio ha questo schema:
{
"instruction": "Crea un circuito PCB con resistor e capacitor",
"input": "",
"output": "<board width=\"10mm\">..."… See the full description on the dataset page: https://huggingface.co/datasets/steste80/tscircuit-circuits-v1.huberman_lab_Dr._Robert_Malenka_How_Your_Brains_Reward_Circuits_Drive_Your_Choiceshuberman_lab_Dr__Robert_Malenka_How_Your_Brains_Reward_Circuits_Drive_Your_Choicesarrets-horaires-et-circuits-des-lignes-de-transports-en-commun-en-pays-de-la-loire-gtfs-destineo
Arrêts, horaires et circuits des lignes de transports en commun en Pays de la Loire (GTFS Destinéo : réseaux AOM + Aléop)
Source
Source officielle : https://www.data.gouv.fr/datasets/arrets-horaires-et-circuits-des-lignes-de-transports-en-commun-en-pays-de-la-loire-gtfs-destineo-reseaux-aom-aleop
Identifiant du jeu de données data.gouv.fr : 5e32227c06e3e70513320bbd
Slug data.gouv.fr :… See the full description on the dataset page: https://huggingface.co/datasets/Data-Gouv-ML/arrets-horaires-et-circuits-des-lignes-de-transports-en-commun-en-pays-de-la-loire-gtfs-destineo.counting-circuits-correct-samplesnaolib-arrets-horaires-et-circuits
Arrêts, horaires et circuits des transports en commun TAN Naolib de Nantes Métropole au format GTFS
Source
Source officielle : https://www.data.gouv.fr/datasets/naolib-arrets-horaires-et-circuits
Identifiant du jeu de données data.gouv.fr : 5b873d7206e3e76e5b2ffd32
Slug data.gouv.fr : naolib-arrets-horaires-et-circuits
Licence indiquée dans les métadonnées data.gouv.fr : odc-odbl
Structure Hugging Face
Un jeu de données data.gouv.fr = un dépôt… See the full description on the dataset page: https://huggingface.co/datasets/Data-Gouv-ML/naolib-arrets-horaires-et-circuits.glean_contract_with_short_circuits_v2longueurs-regionales-annuelles-de-circuits-et-files-de-pylones-du-reseau-de-transport-delectrici
Longueurs régionales annuelles de circuits et files de pylônes du réseau de transport d'électricité
Source
Source officielle : https://www.data.gouv.fr/datasets/longueurs-regionales-annuelles-de-circuits-et-files-de-pylones-du-reseau-de-transport-delectricite
Identifiant du jeu de données data.gouv.fr : 69379f9a973733b528a84ea0
Slug data.gouv.fr : longueurs-regionales-annuelles-de-circuits-et-files-de-pylones-du-reseau-de-transport-delectricite
Licence indiquée… See the full description on the dataset page: https://huggingface.co/datasets/Data-Gouv-ML/longueurs-regionales-annuelles-de-circuits-et-files-de-pylones-du-reseau-de-transport-delectrici.arrets-horaires-et-circuits-des-lignes-de-transports-aleop
Horaires théoriques des transports Aleop car et bateau
Source
Source officielle : https://www.data.gouv.fr/datasets/arrets-horaires-et-circuits-des-lignes-de-transports-aleop
Identifiant du jeu de données data.gouv.fr : 627da092ac58a0697b9ddd2d
Slug data.gouv.fr : arrets-horaires-et-circuits-des-lignes-de-transports-aleop
Licence indiquée dans les métadonnées data.gouv.fr : lov2
Structure Hugging Face
Un jeu de données data.gouv.fr = un dépôt… See the full description on the dataset page: https://huggingface.co/datasets/Data-Gouv-ML/arrets-horaires-et-circuits-des-lignes-de-transports-aleop.vlm_circuits_selected