datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
prof_images_blip__stabilityai-stable-diffusion-2
Dataset Card for "prof_images_blip__stabilityai-stable-diffusion-2"
More Information needed
details_stabilityai__ar-stablelm-2-base_v2
Dataset Card for Evaluation run of stabilityai/ar-stablelm-2-base
Dataset automatically created during the evaluation run of model stabilityai/ar-stablelm-2-base.
The dataset is composed of 116 configuration, each one coresponding to one of the evaluated task.
The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest results.
An… See the full description on the dataset page: https://huggingface.co/datasets/OALL/details_stabilityai__ar-stablelm-2-base_v2.stability_prediction
Dataset Card for Stability Stability Dataset
Dataset Summary
The Stability Stability task is to predict the concentration of protease at which a protein can retain its folded state. Protease, being integral to numerous biological processes, bears significant relevance and a profound comprehension of protein stability during protease interaction can offer immense value, especially in the creation of novel therapeutics.
Dataset Structure
Data Instances… See the full description on the dataset page: https://huggingface.co/datasets/biomap-research/stability_prediction.temperature_stability
Dataset Card for Temperature Stability Dataset
Dataset Summary
The accurate prediction of protein thermal stability has far-reaching implications in both academic and industrial spheres. This task primarily aims to predict a protein’s capacity to preserve its structural stability under a temperature condition of 65 degrees Celsius.
Dataset Structure
Data Instances
For each instance, there is a string representing the protein sequence and an integer… See the full description on the dataset page: https://huggingface.co/datasets/proteinglm/temperature_stability.home-credit-credit-risk-model-stability
Home Credit - Credit Risk Model Stability (Processed)
Processed subset of the Home Credit - Credit Risk Model Stability Kaggle competition dataset, prepared for the RWDS article on information-theoretic foundations of WoE, IV, and PSI.
Dataset
Rows: 522,596 loan applications
Columns: 48 (32 predictors + target + metadata + 11 applicant/CB attributes)
Source tables: train_base, train_static_0_1 (depth=0, internal), train_static_cb_0 (depth=0, external), train_person_1… See the full description on the dataset page: https://huggingface.co/datasets/deburky/home-credit-credit-risk-model-stability.stability_prediction
Dataset Card for Stability Stability Dataset
Dataset Summary
The Stability Stability task is to predict the concentration of protease at which a protein can retain its folded state. Protease, being integral to numerous biological processes, bears significant relevance and a profound comprehension of protein stability during protease interaction can offer immense value, especially in the creation of novel therapeutics.
Dataset Structure
Data Instances… See the full description on the dataset page: https://huggingface.co/datasets/proteinglm/stability_prediction.nigeria-craton-borehole-stability
Nigeria Borehole -> Craton Stability Model
Exploratory Poisson regression relating historical seismic activity in Nigeria to
geophysical features (gravity, magnetic anomaly, elevation, fault distance, basement
lithology) plus an estimated borehole-density covariate.
Important limitations
Borehole density is a modeled proxy (inverse-distance-weighted from major cities,
scaled to a national total extrapolated from a 2013 BGS/JICA estimate of ~65,000
boreholes), not… See the full description on the dataset page: https://huggingface.co/datasets/NoraResearchLab/nigeria-craton-borehole-stability.rna-stability-siegel
Overview
This dataset contains 3' UTR fragment measurements from the fast-UTR
massively parallel reporter assay reported by Siegel et al. The source library
contains 41,255 sequences tested in Jurkat T cells and BEAS-2B airway
epithelial cells. Each configuration retains rows with a T4 stability target,
a T4 effect target, or a reference needed to pair a measured effect. The
library contains native human 3' UTR fragments, natural variants, and designed
mutations of regulatory… See the full description on the dataset page: https://huggingface.co/datasets/morrislab/rna-stability-siegel.CDS-BART-mRNA-stability📊 mRNA Stability dataset
This dataset contains thousands of mRNA stability profiles obtained from various species, including humans, mice, frogs, and fish.
It provides essential information on the stability of mRNA molecules, contributing to our understanding of post-transcriptional regulation.
The original dataset is from CodonBERT.
⁉️ Dataset Contents
Sequence: The mRNA sequence of the mRNA stability
Stability: Half life, the time it takes for half of the mRNA molecules in a population to… See the full description on the dataset page: https://huggingface.co/datasets/mogam-ai/CDS-BART-mRNA-stability.temperature_stability
Dataset Card for Temperature Stability Dataset
Dataset Summary
The accurate prediction of protein thermal stability has far-reaching implications in both academic and industrial spheres. This task primarily aims to predict a protein’s capacity to preserve its structural stability under a temperature condition of 65 degrees Celsius.
Dataset Structure
Data Instances
For each instance, there is a string representing the protein sequence and an integer… See the full description on the dataset page: https://huggingface.co/datasets/biomap-research/temperature_stability.prof_report__stabilityai-stable-diffusion-2-1-base__multi__24
Dataset Card for "prof_report__stabilityai-stable-diffusion-2-1-base__multi__24"
More Information needed
prof_images_blip__stabilityai-stable-diffusion-2-1-base
Dataset Card for "prof_images_blip__stabilityai-stable-diffusion-2-1-base"
More Information needed
mrna_stability_otherstability_predictiontemperature_stability
INFORMATION FROM HERE PLEASE CITE THEIR PAPER BELOW
Dataset Summary
The accurate prediction of protein thermal stability has far-reaching implications in both academic and industrial spheres. This task primarily aims to predict a protein’s capacity to preserve its structural stability under a temperature condition of 65 degrees Celsius.
Dataset Structure
Data Instances
For each instance, there is a string representing the protein sequence and an… See the full description on the dataset page: https://huggingface.co/datasets/GleghornLab/temperature_stability.stabilityai-stable-diffusion-2-1-eval-random-prompts
Dataset Card for "stabilityai-stable-diffusion-2-1-eval-random-prompts"
More Information needed
stabilityai__stablelm-2-zephyr-1_6bstabilityai__stablelm-2-12b-chatstabilityai__stablelm-zephyr-3bdataset_perovskite_stability_updated
Machine Learning Design of Perovskite Catalytic Properties
Dataset containing 2844 perovskite stability data points from DFT
Dataset Information
Source: Foundry-ML
DOI: 10.18126/xcye-zy28
Year: 2023
Authors: Jacobs, Ryan, Liu, Jian, Abernathy, Harry, Morgan, Dane
Data Type: tabular
Fields
Field
Role
Description
Units
composition
input
Material composition with sites
composition (no brackets)
input
Material composition
O pband (eV)
input… See the full description on the dataset page: https://huggingface.co/datasets/foundry-ml/dataset_perovskite_stability_updated.TAPE_stability_clustersFECA_ECOLI_Tsuboyama_2023_2D1U_substitutions_singles_stability_PE_REGRstabilityai__stablelm-2-1_6b-chatperovskite_stability_v1-1
Predicting the thermodynamic stability of perovskite oxides using machine learning models
Dataset containing DFT-calculated stabilities (as convex hull energies) of 1929 perovskite oxides
Dataset Information
Source: Foundry-ML
DOI: 10.18126/qe5y-2dnz
Year: 2022
Authors: Li, Wei, Jacobs, Ryan, Morgan, Dane
Data Type: tabular
Fields
Field
Role
Description
Units
Material Composition
input
Perovskite composition
EnergyAboveHull
target
DFT-calculated… See the full description on the dataset page: https://huggingface.co/datasets/foundry-ml/perovskite_stability_v1-1.model-reliability-benchmark
Model Reliability Benchmark
Neural network benchmark data for ML research.
Usage
from datasets import load_dataset
dataset = load_dataset("nn-stability-research/model-reliability-benchmark")
df = dataset["train"].to_pandas()
Or use the provided loader:
from loader import load_data
df = load_data()
Schema
Metrics
Column
Type
Description
activation_diversity
float
Normalized metric
gradient_consistency
float
Normalized metric… See the full description on the dataset page: https://huggingface.co/datasets/nn-stability-research/model-reliability-benchmark.wikidetails_stabilityai__ar-stablelm-2-base_v2_alrage
Dataset Card for Evaluation run of stabilityai/ar-stablelm-2-base
Dataset automatically created during the evaluation run of model stabilityai/ar-stablelm-2-base.
The dataset is composed of 1 configuration, each one coresponding to one of the evaluated task.
The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest results.
An… See the full description on the dataset page: https://huggingface.co/datasets/OALL/details_stabilityai__ar-stablelm-2-base_v2_alrage.polnli_hypothesis_stabilityRL20_AQUAE_Tsuboyama_2023_1GYZ_substitutions_singles_stability_PE_REGRstabilityai-stable-diffusion-3-medium-diffusers_fp16_no_cpu