Debian Science Data Management packages

This extension enhances DataLad (http://datalad.org) for working with computational containers.

git-annex possibilita usar git para gerenciar grandes arquivos, sem armazenar arquivos no git. É capaz de sincronizar, fazer backups e arquivar seus dados, de forma on-line e off-line. Encriptação e checagem de soma mantém seus dados seguros. Traga poder e a natureza distribuída do git para seus grandes arquivos.

É capaz de armazenar grandes arquivos em diversos lugares, de armazenamento físico até grandes quantidades de serviços de armazenamento em nuvem, incluindo S3, WebDAV e rsync, com dezenas de provedores de armazenamento em nuvem utilizáveis com extensões. Arquivos podem ser armazenados criptografados com gpg, para que o provedor de armazenamento em nuvem não possa ver seus dados. git-annex mantém onde cada arquivo está armazenado, para que possa saber quantas cópias estão disponíveis, e tem diversas funcionalidades para garantir a preservação de dados.

git-annex pode ser usado para manter sincronia de pastas entre computadores, notando quando arquivos mudam, automaticamente comitando para * git e transferindo para outros computadores. O aplicativo web git-annex torna fácil configurar e usar git-annex desse modo.

The external filter mechanism introduced with HDF5 1.8.12 allows applications to utilize custom filters not shipped by the HDF5 core library without recompiling your application. This package provides external filters for HDF5 for

• the LZ4 compression algorithm
• BZip2 compression

This package contains a filter for HDF5 that uses the Blosc compressor. By installing this filter, you can read and write HDF5 files with Blosc-compressed datasets.

H5Z-ZFP is a compression filter for HDF5 using the ZFP compression library, supporting lossy and lossless compression of floating point and integer data to meet bitrate, accuracy, and/or precision targets.

NeXus is a common data format for neutron, X-ray, and muon science. It is being developed as an international standard by scientists and programmers representing major scientific facilities in Europe, Asia, Australia, and North America in order to facilitate greater cooperation in the analysis and visualization of neutron, X-ray, and muon data.

This is the package containing some applications for reading and writing NeXus files.

The plfit software fits power-law distributions to empirical (discrete or continuous) data, according to the method of Clauset, Shalizi and Newman [SIAM Review 51, 661-703 (2009)].

This package provides two command line utilities, plfit and plgen.

The JData Specification (https://github.com/fangq/jdata/) defines a lightweight language-independent data annotation interface targeted at storing and sharing complex data structures across different programming languages such as MATLAB, JavaScript, python etc. Using JData formats, a complex python data structure can be encoded as a dict object that is easily serialized as a JSON/binary JSON file and share such data between programs of different languages.

Python data processing framework for building complex data processing software by combining widely used machine learning algorithms into pipelines and networks. Implemented algorithms include: Principal Component Analysis (PCA), Independent Component Analysis (ICA), Slow Feature Analysis (SFA), Independent Slow Feature Analysis (ISFA), Growing Neural Gas (GNG), Factor Analysis, Fisher Discriminant Analysis (FDA), and Gaussian Classifiers.

NeXus is a common data format for neutron, X-ray, and muon science. It is being developed as an international standard by scientists and programmers representing major scientific facilities in Europe, Asia, Australia, and North America in order to facilitate greater cooperation in the analysis and visualization of neutron, X-ray, and muon data.

This is the package containing the Python 3 bindings.

PyZoltan is as the name suggests, is a Python wrapper for the Zoltan data management library.

In PyZoltan, only specific routines and objects are wrapped. The following features of Zoltan are currently supported:

• Dynamic load balancing using geometric algorithms
• Unstructured point-to-point communication
• Distributed data directories

OpenLink Virtuoso é um banco de dados SQL relacional de alto desempenho. Ele fornece transações, um pequeno compilador SQL, backup a quente, suporte a SQL:1999, uma poderosa linguagem de "stored-procedure" suportando Java no servidor ou .NET e mais. Ele suporta todas as principais interfaces de acesso a dados, incluindo ODBC, JDBC, ADO.NET e OLE/DB.

Virtuoso suporta SPARQL embarcado no SQL para consultar dados RDF armazenados em seu banco de dados. SPARQL se beneficia de suporte de baixo nível no próprio motor, como as regras de "type-casting" "SPARQL-aware" e um tipo de dados IRI dedicado.

Instale este meta-pacote para o conjunto completo de pacotes que fazem o Virtuoso OSE ("Open-Source Edition").

VisiData is a multipurpose terminal utility for exploring, cleaning, restructuring and analysing tabular data. Current supported sources are TSV, CSV, fixed-width text, JSON, SQLite, HTTP, HTML, .xls, and .xlsx (Microsoft Excel).

NeXus is a common data format for neutron, X-ray, and muon science. It is being developed as an international standard by scientists and programmers representing major scientific facilities in Europe, Asia, Australia, and North America in order to facilitate greater cooperation in the analysis and visualization of neutron, X-ray, and muon data.

This is the package containing the development libraries.

NeXus is a common data format for neutron, X-ray, and muon science. It is being developed as an international standard by scientists and programmers representing major scientific facilities in Europe, Asia, Australia, and North America in order to facilitate greater cooperation in the analysis and visualization of neutron, X-ray, and muon data.

This is the package containing the java libraries.

The plfit software fits power-law distributions to empirical (discrete or continuous) data, according to the method of Clauset, Shalizi and Newman [SIAM Review 51, 661-703 (2009)].

This package contains the header files, static libraries and symbolic links that developers using the plfit library will need.

Openpyxl is a pure Python 3 module to read/write Excel 2007 (OpenXML) xlsx/xlsm files.

This package contains the module itself.

Modular Python implementation of t-Distributed Stochasitc Neighbor Embedding (t-SNE), a popular dimensionality-reduction algorithm for visualizing high-dimensional data sets. openTSNE incorporates the latest improvements to the t-SNE algorithm, including the ability to add new data points to existing embeddings, massive speed improvements, enabling t-SNE to scale to millions of data points and various tricks to improve global alignment of the resulting visualizations.

The plfit software fits power-law distributions to empirical (discrete or continuous) data, according to the method of Clauset, Shalizi and Newman [SIAM Review 51, 661-703 (2009)].

This package provides a Python module.