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Gianmario's Projects

007-information-search icon 007-information-search

The year 2010, the information society relies more and more on software agents. Mobile agents gradually take over time consuming information search tasks. Supplied with a particular task and strategy to find information, mobile agents travel through the Internet to visit information sources. They act to some extend autonomously. The Mobile Information Agent Inc. (MIA) provides infrastructure for information retrieving. This infrastructure contains information source stations and light-weight portable agent computers. Each agent computer contains equipment needed for Internet based communication. It also has a Java processor, Java OS as well as Java runtime environment. You are hired by the MIA to develop the application software for information source stations as well as mobile agents. The MIA requires that the software agents must be mobile, social, and intelligent. You must fulfill the minimum requirements for the software, but you are also told that innovations and additions of your own will be rewarded.

awesome-datascience icon awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

deep-ttf icon deep-ttf

Survival analsyis and time-to-failure predictive modeling using Weibull distributions and Recurrent Neural Networks in Keras

docem icon docem

The repository contains the code and notebooks for the tutorials on how to extract embedding features from pictures using the ResNext model. The quality and effectiveness of the techniques are proved by the clustering in the embedding space and the correlation of clusters with their corresponding labels.

scala-table-clients icon scala-table-clients

Libraries for querying and interacting with HDFS, HBase and Hive from a driver client.

sceval icon sceval

ScEval, pronounced skev-al, is a highly Scalable evaluation framework using Spark for Scala

sparkmagic icon sparkmagic

Jupyter magics and kernels for working with remote Spark clusters

sparkz icon sparkz

An extension to the amazing Spark framework for better functional programming.

spyglass icon spyglass

Cascading and Scalding wrapper for HBase with advanced read features

tunup icon tunup

TunUp: A Parallel Genetic Auto-Tuning system for Big Data Machine Learning algorithms

wordpress-posts-recommender icon wordpress-posts-recommender

Proof-of-concept of how to implement a WordPress blog post recommender end-to-end using Spark, Scala and the SparkNotebook.

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