datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
cobe-firas-cmb-monopole
COBE/FIRAS CMB monopole spectrum
This dataset contains the 43-point COBE/FIRAS cosmic microwave background
monopole spectrum published by LAMBDA. It includes the monopole intensity, its
residual from a 2.725 K blackbody, the published one-sigma uncertainty, and a
model of Galactic emission at the Galactic poles. The columns retain the
source file's own labels, Column 1 through Column 5; their meanings and
units are documented below.
Mission
COBE
Instrument
FIRAS… See the full description on the dataset page: https://huggingface.co/datasets/astro-legacy-archive/cobe-firas-cmb-monopole.cobe-firas-cmb-temperature-map
COBE/FIRAS CMB Temperature Map
This dataset contains LAMBDA's 6,067-row CMB Temperature Map FITS table. The source
fields remain PIXEL, GAL_LON, GAL_LAT, WEIGHT, TEMP, TEMP_SIG,
and RESID_TE, in order and with their source values and units unchanged.
How to use
python -m venv .venv && .venv/bin/pip install datasets huggingface_hub pyarrow
from datasets import load_dataset
dataset = load_dataset("astro-legacy-archive/cobe-firas-cmb-temperature-map"… See the full description on the dataset page: https://huggingface.co/datasets/astro-legacy-archive/cobe-firas-cmb-temperature-map.cre-cmbs-loans
Commercial Real Estate Loans (CMBS, SEC ABS-EE)
2,313 commercial properties securitised across 22 CMBS trusts, assembled from
the SEC's Regulation AB Exhibit 102 asset-level filings.
Each row is one property backing a commercial mortgage: name, address, type,
size, occupancy, largest tenant, the loan against it, the appraisal, and the
property's revenue, expenses and net operating income. LTV and debt yield are
derived from those.
Provenance
Source filings are SEC… See the full description on the dataset page: https://huggingface.co/datasets/catyung/cre-cmbs-loans.cmbs-special-servicing-transfer
CMBS Special-Servicing Transfer Early-Warning
Leakage-safe CMBS special-servicing-transfer prediction dataset for the job: identify CMBS assets at elevated risk of transferring to special servicing within the next 12 months, using only point-in-time information available from SEC-filed CMBS loan reports.
This release is a flat supervised learning table for tabular classification, AutoML, TabPFN, XGBoost, and credit-risk benchmarking.
import pandas as pd
train =… See the full description on the dataset page: https://huggingface.co/datasets/commandreveal/cmbs-special-servicing-transfer.cmbs-special-servicing-sequences
CMBS Special-Servicing Transfer Early-Warning Sequences
Leakage-safe CMBS special-servicing-transfer prediction dataset for the job: identify CMBS assets at elevated risk of transferring to special servicing within the next 12 months, using ordered point-in-time observations from SEC-filed CMBS loan reports.
This release is a sequence-friendly view of the same benchmark population as the flat table. Each row is one ordered step in an asset's history, with compact model inputs… See the full description on the dataset page: https://huggingface.co/datasets/commandreveal/cmbs-special-servicing-sequences.cmbs-special-servicing-timeline
CMBS Special-Servicing Transfer Timelines
Leakage-safe CMBS special-servicing-transfer timeline dataset for the job: inspect, prompt, and model CMBS asset histories that may transfer to special servicing within the next 12 months, using only point-in-time information available from SEC-filed CMBS loan reports.
This release is a timeline-oriented companion to the flat supervised learning table. Each row is one asset-period observation with a compact natural-language timeline_text… See the full description on the dataset page: https://huggingface.co/datasets/commandreveal/cmbs-special-servicing-timeline.