Keras: The Python Deep Learning library
Keras is a high-level neural networks API, written in Python and capable of running on top of TensorFlow, CNTK, or Theano. It was developed with a focus on enabling fast experimentation. Being able to...
Category: Big Data, Analytical Data Platforms, AI and Data Science
Introduction to Machine Learning with Apache® Ignite™
Wednesday, June 6 2018 | by Akmal B. Chaudhri In a previous article, we discussed the Apache® Ignite™ Machine Learning Grid. At that time, a beta release was available. Subsequently, in version 2.4, Machine Learning became Generally...
Holistic Benchmarking of Big Linked Data (HOBBIT)
Holistic Benchmarking of Big Linked Data HOBBIT aims at abolishing the barriers in the adoption and deployment of Big Linked Data by European companies, by means of open benchmarking reports that allow them to...
HoloClean: A Machine Learning System for Data Enrichment
HoloClean is a statistical inference engine to impute, clean, and enrich data. As a weakly supervised machine learning system, HoloClean leverages available quality rules, value correlations, reference data, and multiple other signals to build...
MLPerf–ML benchmark suite
A broad ML benchmark suite for measuring performance of ML software frameworks, ML hardware accelerators, and ML cloud platforms. LINK TO WEB SITE Overview The MLPerf effort aims to build a common set of...
How AI and NLP can broaden data discovery, accessibility and maintain governance.
By Ayush Parashar, Co-Founder and Vice President of Engineering, Unifi Software The challenge of controlling and protecting data is a big one, but the bigger question is how to make people more productive with...
GeoMesa: A suite of tools that enables large-scale geospatial query and analytics on distributed computing systems.
GeoMesa: A suite of tools that enables large-scale geospatial query and analytics on distributed computing systems. GeoMesa supports query results in the Arrow IPC format, which can then be used for in-browser visualizations and/or...
libgdf: A C library of CUDA-based analytics functions and GPU IPC support for structured data
libgdf: A C library of CUDA-based analytics functions and GPU IPC support for structured data. Uses the Arrow IPC format and targets the Arrow memory layout in its analytic functions. This work is part...
Perspective: streaming data visualization engine
Perspective: Perspective is a streaming data visualization engine in JavaScript for building real-time & user-configurable analytics entirely in the browser.
Quilt Data: data package manager
Quilt Data: Quilt is a data package manager, designed to make managing data as easy as managing code. It supports Parquet format via pyarrow for data access.