Open CC-BY-4.0 dataset of evidence-graded dietary-supplement data covering dosing, bioavailability, drug-nutrient interactions and cost-per-effective-dose, with every clinical claim tied to a PubMed PMID. Compiled by Verified Supplement Data, it is mirrored on Hugging Face and Kaggle and offered as a free live JSON API.
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Research report examining seven years of truck-involved fatalities, 2018 through 2024, across 19 major US cities, based on FARS data. It compares each city's 2018-2019 baseline average with its 2023-2024 average and notes that of 17 Vision Zero adopters, 10 improved and 7 did not.
JSMLT - Machine learning toolkit with classification and clustering for Node.js; supports visualization (see ).
A visualization project that presents wealth inequality in the United States by showing monetary amounts to scale. It compares figures such as median household income, the wealth of Jeff Bezos and the combined wealth of the 400 richest Americans, and suggests what portions of that money could fund.
WHPH, short for Work Hard Play Hard, is a free, open-source, cross-platform productivity application available for Android, Windows, and Linux. It combines task management, habit tracking, and time optimization features, including intelligent task scheduling, progress visualization, and time insights, and is designed with a focus on user privacy.
An article comparing Topological Data Analysis results with those from t-SNE and UMAP packages. It discusses advantages of TDA coupled with self-supervised learning and covers case studies in IoT, image analysis and text analysis, plus open-source libraries for starting with TDA.
The windML framework provides access to wind data sources within Python, building upon numpy, scipy, sklearn and matplotlib. It relates to renewable wind energy forecasting and prediction. The package is currently not maintained, though a deprecated branch is available.
A public repository of computable, curated datasets spanning topics such as demographics, science, politics and social media. Data is stored using the Wolfram Data Framework and Wolfram Language, making it immediately usable for computation, visualization and analysis. Datasets appear in formats including numerical, time series, image, audio, geospatial and graphs.
Yona.ai is an internet content curation service. It addresses information overload by delivering high-quality content tailored to users' personal goals and interests, with the aim of turning screen time into opportunities for personal growth, productivity, and well-being. The service currently has a waitlist for new users.
Z-Tonnetz is a free browser-based beta visualization of a neo-Riemannian Tonnetz in 3D. It plays any MIDI file or a user's keyboard and shows chords, voice leading and key relationships in real time. The page notes that these are highly experimental features and some may not work as intended.
Zeno is an AI Data Management & Evaluation Platform. Its associated GitHub repository is deprecated and no longer actively maintained, with development of the project having shifted to the ZenoHub platform.
Zetane Viewer is a free tool for visualizing machine learning and artificial neural network models, including architecture and internal data such as feature maps, weights, biases and layer output tensors. The viewer supports .ONNX and .ZTN files and is available for Windows, Linux and Mac. It can also be launched from existing scripts or notebooks via the Zetane Python API.
Zipline is a Pythonic algorithmic trading library and an event-driven system for backtesting. It is described as used in production as the backtesting and live-trading engine powering Quantopian. Historical data input and performance statistics output are based on Pandas DataFrames. Zipline supports Python 2.7, 3.5 and 3.6 and may be installed via pip or conda.