datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
india-index-options-1m
India Index & Options - 1-minute OHLC
1-minute OHLCV(+OI) bars for NSE/BSE index spot and option chains: NIFTY, BANKNIFTY, SENSEX (~2021-2026).
Powers the open-source TradeMarkk backtester (https://thetrademarkk.com).
Educational use only. Provided as-is, no warranty. Verify against official exchange data before relying on it.
Structure
index/{SYMBOL}.parquet - 1-min spot OHLC per index.
options/{SYMBOL}/{EXPIRY}.parquet - 1-min OHLC per option contract (with… See the full description on the dataset page: https://huggingface.co/datasets/thetrademarkk/india-index-options-1m.crypto-options-surface
Crypto options surface and order books
Snapshots of listed options on Aevo, including marks, implied volatility, Greeks and a selected set of order books. The tables support analysis of volatility surfaces and the relationship between published marks and quoted prices.
Contents
Table
Record
options_surface
An instrument's strike, expiry, mark, forward, implied volatility and Greeks
options_order_book
Best bid and ask, available sizes and quoted… See the full description on the dataset page: https://huggingface.co/datasets/dataforge-labs/crypto-options-surface.nse-options-intraday
NSE Options Historical Data
Historical Indian index-options data (NIFTY, BANKNIFTY, SENSEX) for backtesting,
in a single canonical Parquet schema. Assembled from NSE F&O bhavcopy (daily EOD,
2001→present) and Upstox 1-minute intraday candles (2024→present).
Coverage
Track
Underlyings
Granularity
Range
upstox_intraday/
NIFTY, BANKNIFTY, SENSEX
1 minute
Oct 2024 → 2026 (BANKNIFTY from Mar 2024)
historical_daily/
NIFTY (2001→), BANKNIFTY (2005→)
1 day… See the full description on the dataset page: https://huggingface.co/datasets/rissin/nse-options-intraday.options-IV-SP500
Downloading the Options IV SP500 Dataset
This document will guide you through the steps to download the Options IV SP500 dataset from Hugging Face Datasets. This dataset includes data on the options of the S&P 500, including implied volatility.
To start, you'll need to install Hugging Face's datasets library if you haven't done so already. You can do this using the following pip command:
!pip install datasets
Here's the Python code to load the Options IV SP500 dataset from Hugging… See the full description on the dataset page: https://huggingface.co/datasets/gauss314/options-IV-SP500.nifty-options-datagbaker_medqa_usmle_4_options_hf_generic_to_brandstocks-optionsindia-index-options-1m
India Index & Options - 1-minute OHLC
1-minute OHLCV(+OI) bars for NSE/BSE index spot and option chains: NIFTY, BANKNIFTY, SENSEX (~2021-2026).
Powers the open-source TradeMarkk backtester (https://thetrademarkk.com).
Educational use only. Provided as-is, no warranty. Verify against official exchange data before relying on it.
Structure
index/{SYMBOL}.parquet - 1-min spot OHLC per index.
options/{SYMBOL}/{EXPIRY}.parquet - 1-min OHLC per option contract (with… See the full description on the dataset page: https://huggingface.co/datasets/codepyx23/india-index-options-1m.gbaker_medqa_usmle_4_options_hf_originalgbaker_medqa_usmle_4_options_hf_brand_to_genericmedmcqa_train_translated_es_with_chunks_es_kb_None_7000_dense_with_options_reformatted_contextgbaker_medqa_usmle_4_optionshistorical_options_APPL_2023_ATMCallopen_gate_individual_optionsThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "lekiwi_client",
"total_episodes": 2,
"total_frames": 1316,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 120,
"splits": {
"train": "0:2"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/oscarz511/open_gate_individual_options.options_theorems_simplified_count_0