datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
repro-adaptive-preconditioners-trigger-loss-spikes-in-adam-artifacts
Reproduction Artifacts
All code, data, and results for the reproduction of "Adaptive Preconditioners Trigger Loss Spikes in Adam" (arXiv:2506.04805).
Contents
code/ - All Python scripts for reproduction
results/ - JSON result files
figures/ - Generated plots and poster
logbook/ - Trackio logbook files
Key Files
code/repro_adaptive.py - Main HF experiment (1D/2D quadratic, FNN, Transformer)
code/repro_adaptive2.py - Refined local reproduction… See the full description on the dataset page: https://huggingface.co/datasets/Harshvardhan-Mestha/repro-adaptive-preconditioners-trigger-loss-spikes-in-adam-artifacts.TextEditimnet1k_ear_spike_capitulumM2Benchspike_prime_robot_imagesspike_morphology_neural_decision_dataset
Comprehensive Electrophysiological and Feature-Space Dataset
Dataset Overview
This dataset provides a multi-modal collection of features derived from single-unit electrophysiology recordings, aiming to characterize neuronal units based on their morphological, temporal, and spectral properties, as well as their representation in a latent embedding space and their classification via a neuro-symbolic model. The dataset is structured to facilitate advanced machine… See the full description on the dataset page: https://huggingface.co/datasets/naman-00/spike_morphology_neural_decision_dataset.spike_imgs