datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
sp_dataReuglar_and_Singular_SPDEBenchRegular_and_Singular_SPDEBench is a benchmark dataset for evaluating machine learning-based approaches to solving stochastic partial differential equations (SPDEs).
In the SPDEBench, we generate two classes of the datasets: the nonsingular SPDE datasets and a novel singular SPDE dataset.
The nonsingular SPDE contains:
Stochastic Ginzburg-Landau equation(Phi41):
Stochastic Korteweg–De Vries equation(KdV);
Stochastic wave equation;
Stochastic Navier-Stokes equation(NS).
The novel singular SPDE… See the full description on the dataset page: https://huggingface.co/datasets/SSPDEBench/Reuglar_and_Singular_SPDEBench.SP_DOW_NASDAQ_stocks__News_Headlines_labeled
S&P / DOW / NASDAQ news headlines, labeled ticker-day events (FTEC 6V96)
Each branch holds one stage of the course project, so every lesson's data and notebook stay together.
Branch
What it holds
main (this page)
Ticker-day data before filtering: 110,905 rows with headline, Open, Close, returns, label. Same row count as the course's model_data.h5.
post_processing
The filtered ticker-day events used in HW1, HW2 and Project 1 (91,851 rows). Partitions: test <=… See the full description on the dataset page: https://huggingface.co/datasets/KhadijaMir/SP_DOW_NASDAQ_stocks__News_Headlines_labeled.SP_DOW_NASDAQ_headlines_custom_lexiconSP_DOW_NASDAQ_stocks__News_Headlines_labeled
Quantitative Textual Analysis: Classifier Selection & Routing Logic
Subject: Algorithmic Selection of NLP Models for Financial Signal Generation
Methodology: Lopez de Prado’s Framework for False Discovery Control
Metric Focus: Precision (Minimization of Type I Errors)
1. Executive Summary
This report evaluates the predictive utility of various NLP architectures for generating "Buy/No-Buy" signals. In accordance with quantitative finance principles, we prioritize… See the full description on the dataset page: https://huggingface.co/datasets/firobeid/SP_DOW_NASDAQ_stocks__News_Headlines_labeled.sp_detailed_english_annotationsspd-9b-qlora-spdspd80-9b-qloraSP_DOW_NASDAQ_stocks__News_Headlines_Language_Modellingspd80-9b-lora