datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
dsp-fft-sampling-aliasing
Synthetic DSP Dataset: FFT + Sampling / Aliasing
This repository contains synthetic instruction-style DSP samples
designed for numerical reasoning and conceptual understanding of
Digital Signal Processing (DSP) fundamentals.
The dataset focuses on:
FFT bin reasoning and frequency-domain interpretation
Sampling theory
Aliasing effects
Dataset Origin & Verification
This dataset was generated as part of the project:
Fine-Tuning Lightweight Large Language Models for a… See the full description on the dataset page: https://huggingface.co/datasets/Irfanuruchi/dsp-fft-sampling-aliasing.pointer-aliasing-v5pointer-aliasing-v4pointer-aliasing-intermediate-v1trajectory-aliasing-instability-benchmark-v0.1Trajectory Aliasing Instability Benchmark v0.1
Overview
Some systems appear identical when observed at a single moment but evolve toward very different outcomes.
This phenomenon is called trajectory aliasing.
Two states may appear similar in surface variables yet belong to different underlying trajectories.
One trajectory leads toward stability.
The other leads toward collapse.
This benchmark evaluates whether machine learning systems can detect future collapse when trajectory signals are… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/trajectory-aliasing-instability-benchmark-v0.1.pointer-aliasing-intermediate-v2pointer-aliasing-named-v1