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The International Genome Sample Resource maintains and shares human genetic variation resources built by the 1000 Genomes Project. It updates these resources to the current reference assembly, adds new data sets from project samples, and includes data from other openly consented samples. Data sets are explored through a data portal, and a public API queries samples, populations, data collections, analysis groups and files.
BandLab Samples helps download, archive, convert, or manage audio and music files from supported sources.
MalwareBazaar is a platform from abuse.ch and Spamhaus for sharing malware samples with the infosec community, antivirus vendors, and threat intelligence providers. Users can upload samples, browse the database, set alerts for newly observed malware, and use APIs to push or pull signals and automate bulk queries. Spamhaus datasets enhanced with MalwareBazaar samples are also available.
KickResume Samples is a miscellaneous web resource for discovery, directories, archives, web culture, or useful tools.
The WHOI Seafloor Samples Laboratory is a repository that curates marine geological samples, including rocks, lake and marine sediment, corals, shells, peat and wood. It distributes geological subsamples for research and education and provides technical and analytical expertise, instrumentation and field equipment. All repository samples must be requested via the request form.
AMIGA, or Analysis of the interstellar Medium in Isolated GAlaxies, is a project focused on multiwavelength study of galaxy evolution, with emphasis on radio astronomical observations. It compares samples of isolated galaxies with matching samples from denser environments such as compact groups. Since 2003 it has combined fundamental science with e-Science research to support reproducible science and access to data and tools.
arrayMap is a Progenetix collection subset containing samples for which the probe-specific array was used for data generation. Individual array probe plots for these samples are accessible through the sample details pages.
The Astromaterials Data System (Astromat) is a data infrastructure that curates, archives, and provides access to analytical data generated from astromaterials samples. It is NASA’s designated archive for laboratory analytical data acquired on samples from past, present, and future NASA missions curated by NASA’s Astromaterials Acquisition and Curation Office. The system supports end-to-end data curation and synthesis for advanced analysis and AI/ML use, and features machine- and human-actionable interfaces for the astromaterials research community.
Fossilworks documents terrestrial fossil ecosystems worldwide, focusing on Cenozoic and Cretaceous vertebrates with extensive Pleistocene and Holocene coverage. It is integrated with the Ecological Register, which provides species inventories for living communities. Users can view fossil samples, species or references, see samples on a timescale, and download all data.
The INFRA-ART Spectral Library is a searchable dataset of reference materials and composite samples with associated spectra. It supports material identification, heritage science research and conservation decision-making, and offers keyword, material class and data type filtering across its samples and spectra.
Po is an instrument creator for Petaporon, described by its creator as a tool for building instruments. It imports samples in wav, mp3 or sf2 formats, allows adjustment of start, end and loop points, assignment of samples to the whole keyboard or individual sections, modification of instrument parameters, and export as a zip file ready to drop in Petaporon.
LANDR is a music creation and release platform combining AI mastering, distribution, plugins, samples, collaboration tools and courses. The site describes unlimited AI mastering, distribution to over 150 streaming platforms, samples and effect and instrument plugins. It also lists online music courses and collaboration tools for remote sessions. Pricing is presented as starting at USD $8.25/month for LANDR Studio.
MalShare is a community-driven public malware repository that provides free access to malware samples and tooling for the information security community. The site lists recently added samples with SHA256 hashes, file types and submission sources, and offers upload, search, download and API sections along with registration.
SampleSwap is a free sound sample library offering audio samples, drum loops and kits, vocals and royalty-free music for download. The collection includes drum loops, drum hits, melodic loops, vocal samples, sound effects and instrument sounds. Tracks in the royalty-free music section carry licenses describing whether they may be remixed or used in commercial productions.
V-Fonts is a web resource for finding and testing variable fonts. It hosts 377 variable font entries including examples such as Roboto Flex and Helvetica Now Variable, and offers filtering options for decorative, body text, serif, sans-serif, script, designer, character set, and license type. The site requires a browser that supports OpenType font variation technology to display variable font samples correctly, otherwise samples appear as static fonts. It is currently at version 0.2.
Malware research archive with papers, samples, writeups, and historical security material.
A page from the Fake Name Generator that validates US bank ABA routing numbers, checking the prefix and check digit. It explains the 3-7-1 check step by step and provides sample routing numbers for testing forms. The samples pass the tests but are otherwise random.
AFreeStudio is a guide to free audio software, covering digital audio workstations and plugins such as preamp emulations, EQ, compressors, saturation, tape, reverb, chorus and delay. It also lists synthesizers, samplers, samples and audio editors. The author notes the list is primarily meant for Mac users.
A GitHub repository offering 168 free AI developer resources, described as samples from a larger AI Engineering Stack. It contains prompts, frameworks and configuration files organized into categories such as agent frameworks, code review, security and vibe coding, intended for use with Claude, ChatGPT, Gemini, Cursor and other language models.
Advanced Mario Sequencer (AMS) is a remake of the sequencer feature from the SNES game Mario Paint. It enables users to create music using original Mario Paint samples or custom SoundFonts. The Windows version is functional, while the macOS version is incompatible with recent operating systems due to lack of 64-bit support.
AudioCraft is a code base for generative audio tasks including music, sound effects, and compression, trained on raw audio signals. MusicGen produces music samples from text inputs, and AudioGen produces audio from environmental sounds via text-to-sound generation. The models use the EnCodec neural audio codec to learn discrete audio tokens from waveforms.
The AuScope Data Repository preserves and provides continuous access to geoscientific data generated by Australia's geoscience community. It addresses fundamental geoscience questions and challenges such as climate change, natural resource security, and natural hazards. The site lists collections including iron-oxide nodule characterisation images, Victorian multi-element geochemistry samples, and Calperum ground temperature data.
BOSCORF is described as the UK's largest deep-sea sediment repository and research facility, part of the National Oceanography Centre. It stores and curates sediment cores from UKRI-NERC research programmes, promotes secondary use of core samples and related data, and acquires physical and chemical data from geological cores via non-destructive analysis and imaging systems. It also offers training in core analysis and logging.