datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
alternative-splicing-glm-tang
GLM-Tang Task 4: Tissue-specific Alternative Splicing
This dataset contains the cassette-exon prediction task used in Task 4 of
Tang et al. Given sequence around the splice acceptor and donor, predict
tissue-specific exon inclusion across 56 tissues.
Loading
from datasets import load_dataset
dataset = load_dataset("Taykhoom/alternative-splicing-glm-tang")
train = dataset["train"]
validation = dataset["validation"]
test = dataset["test"]
Dataset size… See the full description on the dataset page: https://huggingface.co/datasets/Taykhoom/alternative-splicing-glm-tang.tripmatch-ai-daily-plan-alternatives
TripMatch AI — Rich Daily Plan Alternatives
This public academic dataset is the professor-assigned upgrade to TripMatch AI.
Its main deliverable is a substantially richer alternative daily plan generated
with Gemma 3 or Qwen 3 on a GPU.
The original plan is retained only as a side-by-side reference and for the later
LLM comparison task. It is not the new generated target.
Quality contract
Every alternative must:
preserve the destination, exact duration… See the full description on the dataset page: https://huggingface.co/datasets/avihayamor/tripmatch-ai-daily-plan-alternatives.repro-memory-savings-at-what-cost-a-study-of-alternatives-to-backpropagation-traces
Agent traces
Agent sessions published from a Trackio Logbook.
AlternativeShemevolutionDadosingredients_alternativesingredients_alternatives_bumacrostack-open-alternatives
Macrostack Open Alternatives
387 verified open-source and self-hostable alternatives to
85 proprietary products, across 78 categories and the
five layers of the AI and cloud stack.
Maintained at macrostack.net. Data version 2026-09-05.
What makes this different from a listicle
Every licence is read from the project's own LICENSE file rather than from a
marketing page. That sounds like a small distinction and it is not: vendors
routinely describe source-available… See the full description on the dataset page: https://huggingface.co/datasets/Macrostack/macrostack-open-alternatives.africa-synth-financial-inclusion-alternative-credit-data-for-thin-all
Electric Sheep Alternative Credit Data for Thin-File Users | Africa (original)
Size category: n<1K - Formats: parquet - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-financial-inclusion-alternative-credit-data-for-thin-all.id-en-codeswitch-dataset-alternative
Indonesian–English Code-Switching Synthetic Speech Dataset
Synthetic speech generated for the undergraduate final project "Handling
Code-Switching in Automatic Speech Recognition for Low-Resource Language
Pairs: An Indonesian–English Case Study", School of Electrical Engineering
and Informatics, Institut Teknologi Bandung.
This dataset contains synthetic audio produced from the Indonesian–English
code-switching text corpora released in the companion repository below. It
was used… See the full description on the dataset page: https://huggingface.co/datasets/shulhaaja/id-en-codeswitch-dataset-alternative.clinical-alternative-hypothesis-suppression-v0.1What this dataset tests
Whether a system keeps dangerous alternatives aliveuntil evidence rules them out.
Required outputs
suppressed alternatives
missing discriminating tests
premature closure markers
safety risk of suppression
Typical failures
anxiety used to close chest pain
normal labs used to dismiss surgical causes
symptom relief treated as diagnosis
Suggested prompt wrapper
System
You detect alternative hypothesis suppression.You protect against premature… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-alternative-hypothesis-suppression-v0.1.Europe-Alternative-App-Store-Problem-Enforcing-DMA-Without-Opening-a-Security-Backdoor
Installation Is Not Authorisation: Execution-Finality Architecture for DMA Article 6(4) Alternative App Distribution
Author: Sangam Kumar Das
Affiliation: Independent Inventor, Balasore, Odisha, India
Part of: DAS Protocols Patent Family — Execution-Finality / Candidate-Act Architecture
Status: Prior-art / technical disclosure record (machine-indexable repository entry)
License: CC BY-NC 4.0 (Creative Commons Attribution-NonCommercial 4.0 International)
Contact:… See the full description on the dataset page: https://huggingface.co/datasets/sangamdas/Europe-Alternative-App-Store-Problem-Enforcing-DMA-Without-Opening-a-Security-Backdoor.autonomous-driving-catastrophic-plausible-alternative-identification-v0.1What this dataset tests
Whether a system can identify
the most dangerous coherent alternative
within a counterfactual scenario tree.
Danger is defined as:
high plausibility
high collapse severity
short recovery window.
Required outputs
most_dangerous_branch_id
initiating_agent
trigger_action
time_to_instability_s
prevention_leverage_point
countermeasure_suggestion
Scoring conventions
time_to_instability is seconds
prevention leverage point names the earliest controllable step… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/autonomous-driving-catastrophic-plausible-alternative-identification-v0.1.ingredients_alternativesPathPal
Dataset Name: Descriptive and Categorized Travel Snippets
Description
This dataset is a synthetic collection created from 160 different travel-related categories, providing detailed descriptions of accessible adventures and activities. It aims to inspire and inform individuals about opportunities accommodating diverse needs, each entry pairing a detailed description with a category label reflecting the nature of the activity.
Dataset Structure
Descriptions:… See the full description on the dataset page: https://huggingface.co/datasets/alternativerealitystudio/PathPal.alternative-asset-literacy-glossary
Alternative Asset Literacy Glossary
351 research-sourced financial terms across 6 categories: Alternative Assets, Art, DeFi & Crypto, ESG & Climate, Behavioral Economics, and Gender Lens Investing.
Built for the Alternative Asset Literacy iOS platform by Victoria Lee Case, Untitled_ LuxPerpetua Technologies, Inc.
Dataset Description
This glossary covers financial terminology used in alternative asset education. It is distinct from standard financial glossaries in… See the full description on the dataset page: https://huggingface.co/datasets/UntitledFinancial/alternative-asset-literacy-glossary.unal-repository-dataset-alternative-formatTítulo: Metadatos y Contenido de Tesis del Repositorio UNALDescripción: Este dataset contiene información estructurada y texto extraído de 1910 tesis del repositorio de la Universidad Nacional de Colombia. Incluye datos como el autor, asesor, fecha de emisión, descripción, título, programa académico, facultad y el contenido textual (cuando está disponible).
Columnas:
URI: Ruta única del PDF en el repositorio UNAL.
advisor: Nombre del asesor de la tesis.
author: Nombre del autor de la… See the full description on the dataset page: https://huggingface.co/datasets/JulianVelandia/unal-repository-dataset-alternative-format.africa-synth-realestate-alternative-financing-nigeria
Africa Synth Realestate Alternative Financing Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - Sector: infrastructure_transport - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-realestate-alternative-financing-nigeria.alternative-hypothesis-suppression-v0.1What this dataset tests
Whether a system prematurely collapsesa hypothesis space without justification.
Required outputs
suppressed_alternatives
suppression_reasoning_missing
required_disambiguation_tests
risk_of_premature_closure
Typical failures
anchoring on the first plausible explanation
authority or familiarity bias
skipping disambiguation steps
Suggested prompt wrapper
System
You check for suppressed viable hypotheses.
User
Evidence{given_evidence}
Chosen… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/alternative-hypothesis-suppression-v0.1.russian-indi-alternativeTermcat_Alternative_Financing
[!NOTE]
Dataset origin: https://live.european-language-grid.eu/catalogue/lcr/19247
Description
Terms in Alternative Financing
Citation
Termcat Alternative Financing (2022). Version unspecified. [Dataset (Lexical/Conceptual Resource)]. Source: European Language Grid. https://live.european-language-grid.eu/catalogue/lcr/19247
openthoughts_2-5k_alternative_r1_distill_llama70bdecisionmaking_alternative_components
Automating Alternative Generation in Decision-Making
This repo contains data for alternative generation in decision making from the paper:
@inproceedings{kostiuk-etal-2025-automating,
title = "Automating Alternative Generation in Decision-Making",
author = "Kostiuk, Yevhen and
Seyfried, Clara and
Reed, Chris",
editor = "Christodoulopoulos, Christos and
Chakraborty, Tanmoy and
Rose, Carolyn and
Peng, Violet",
booktitle = "Findings of… See the full description on the dataset page: https://huggingface.co/datasets/arg-tech/decisionmaking_alternative_components.elevenlabs-cheaper-alternative-nexaapi
ElevenLabs Too Expensive? Cheaper TTS API Alternatives for Developers (2026)
ElevenLabs is great but expensive. NexaAPI gives you access to ElevenLabs-quality TTS and 50+ other AI models at a fraction of the cost — pay-as-you-go, no monthly commitment.
Quick Start (Python)
# pip install nexaapi
from nexaapi import NexaAPI
client = NexaAPI(api_key="YOUR_API_KEY")
# Generate speech — cheaper than ElevenLabs
response = client.audio.speech(… See the full description on the dataset page: https://huggingface.co/datasets/nickyni/elevenlabs-cheaper-alternative-nexaapi.alternative-investments-datasetsky_t1_2-5k_alternative_r1_distill_llama70bopenthoughts_2-5k_alternative_r1_distill_llama70b_16kBibby-AI-Latex-Tool-Overleaf-AlternativeBibby AI(https://trybibby.com) - No.1 AI LaTeX Editor and Writing tool for Researchers and alternative to Overleaf and Prism has launched a dataset of MathBridge - A large corpus dataset A Large Corpus Dataset for Translating Spoken Mathematical Expressions into LaTeX Formulas for Improved Readability
Contributions are welcome.
More detailed workflow and code to follow.
Elemental-Compounds-and-Light-Interaction-alternative-chemistry-framework"This repository contains raw, unedited logs of a collaborative conceptual analysis between a human curator and Gemini; provided as-is under CC0 to preserve the integrity of the logical progression."
license: cc0-1.0
language: en
license: cc0-1.0
tags:
- chemistry
- framework
- alternative-science
- mobility
- open-knowledge
pretty_name: Sovereign Mobility Framework
Gemini
Elemental Compounds and Light Interaction
https://gemini.google.com/share/e014e5f00fef
Created… See the full description on the dataset page: https://huggingface.co/datasets/Sciencemindedone/Elemental-Compounds-and-Light-Interaction-alternative-chemistry-framework.replit-alternative
🚀 Replit Alternative — Free Self-Hosted Coding Environment
A fully free, self-hosted coding platform combining the best features from Replit, Gitpod, GitHub Codespaces, and more. Run your own cloud IDE with AI assistance, instant deployments, and collaborative features.
✨ Features
Feature
What You Get
🖥️ Browser IDE
Full VS Code in your browser (code-server)
🤖 AI Coding Assistant
Local LLM-powered autocomplete & chat (Continue.dev + Ollama)
🚀… See the full description on the dataset page: https://huggingface.co/datasets/Ecode2254/replit-alternative.top-alternativeto-softwares-data