datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
atlas-24-frozen-prefix-potential-shaping
ATLAS report 24: frozen-prefix potential shaping
1. Question and links
Read this first. This data root holds the first attempt of report 24 on the campaign's old harness (verl 0.7.1): the shaped training is complete and the unshaped training stopped at step 20 with a known problem (the subsection at the end of this section). The question was rerun on the runtime of report 25 with both trainings at 40 steps; that rerun's trajectories, exports, checkpoints and… See the full description on the dataset page: https://huggingface.co/datasets/t2ance/atlas-24-frozen-prefix-potential-shaping.SHAPEFILEScritical-shape-49c55d
critical-shape-49c55d
Synthetic sensors test data: 59 rows in data.csv.
All values are randomly generated fictional examples, not real observations, products, or user activity. Intended only for CSV loading and pipeline tests; not suitable for scientific or business conclusions. Columns are sampled independently and do not model real-world correlations.
Fields
sample_id: random identifier for this generated sample.
row_id: sequential row number starting at 1.… See the full description on the dataset page: https://huggingface.co/datasets/kimuranaoto/critical-shape-49c55d.RealMadrid_Goals_Prediction
Real Madrid Goals Prediction
This dataset contains statistics of Real Madrid Matches, It helps you predict the number of goals that Real Madrid scores in the next Matchs
Overview
Rows: 41 (match records)
Columns / Features:
Date – Date of the match
Home – 1 if Real Madrid played at home, 0 if away
Opponent – Opponent team
RM_Form_Last5 - Real Madrid's Form in the last 5 matches
RM_AvgGoals_Last5 – Average goals scored by Real Madrid in the last 5 matches… See the full description on the dataset page: https://huggingface.co/datasets/shapdl/RealMadrid_Goals_Prediction.wasp-docsABX-PD-005_time_kill_curve_shape_distortion-v0.1
ABX-PD-005: Time-Kill Curve Shape Distortion
This dataset tests whether you can detect loss of log linear kill coherence.
The curve stops behaving like a clean log linear decline.
It becomes plateaued or multiphasic.
Time grid
v1 uses
0, 2, 4, 6, 24 hours
Files
data/train.csv
data/test.csv
scorer.py
Schema
Each row is one timepoint in a time kill series.
Required columns
row_id
series_id
timepoint_h
organism
strain_id
antibiotic_name… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/ABX-PD-005_time_kill_curve_shape_distortion-v0.1.CICIDS17_SHAP_DATASET