RapidMiner -- Data Mining, ETL, OLAP, BI

•    Java

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No 1 in Business Analytics: Data Mining, Predictive Analytics, ETL, Reporting, Dashboards in One Tool. 1000+ methods: data mining, business intelligence, ETL, data mining, data analysis + Weka + R, forecasting, visualization, business intelligence

Apache Synapse - Lightweight ESB engine and XML router.

•    Java

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Apache Synapse is a lightweight ESB engine and XML router.

Open SOA Platform

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A centralized system for administering applications throught a SOA Enterprise Service Bus: Runtime environment (PROD, DEV, ...) , application and services versionning, security access level (SLA), activity monitoring.

open-soa-platform soa-architecture soa-engine soa-esb

Dremio - The missing link in modern data

•    Java

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Dremio is a self-service data platform that empowers users to discover, curate, accelerate, and share any data at any time, regardless of location, volume, or structure. Modern data is managed by a wide range of technologies, including relational databases, NoSQL datastores, file systems, Hadoop, and others. Many of the newer datastores are often more agile and provide improved scalability, but at a cost to speed and ease of access via traditional SQL-based analysis tools. Additionally, raw data found in these stores is often too complex or inconsistent for analysis to use with business intelligence tools.

big-data analytics ui data-analytics

awesome-artificial-intelligence - A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers

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A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers. Contributions most welcome.

machine-learning machine-intelligence artificial-intelligence reinforcement-learning intelligent-systems deep-learning intelligent-machines

aicore - The artificial intelligence code accompanying the book "Artificial Intelligence for Games"

•    C++

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The artificial intelligence code accompanying the book "Artificial Intelligence for Games"

ABAGAIL - The library contains a number of interconnected Java packages that implement machine learning and artificial intelligence algorithms

•    Java

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The library contains a number of interconnected Java packages that implement machine learning and artificial intelligence algorithms. These are artificial intelligence algorithms implemented for the kind of people that like to implement algorithms themselves. See Issues page.

artificial-intelligence-algorithms neural-network machine-learning optimization-algorithms

SpagoBI - Business Intelligence Suite

•    Java

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SpagoBI is the only entirely open source Business Intelligence suite. It covers all the analytical areas of Business Intelligence projects, with innovative themes and engines. SpagoBI offers a wide range of entirely open source analytical tools like Reporting, OLAP, Chart, Data mining, Real-time monitoring console, ETL.

reporting reporting-engine business-intelligence data-warehousing olap etl

Agile_Data_Code_2 - Code for Agile Data Science 2.0, O'Reilly 2017, Second Edition

•    Jupyter

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Like my work? I am Principal Consultant at Data Syndrome, a consultancy offering assistance and training with building full-stack analytics products, applications and systems. Find us on the web at datasyndrome.com. There is now a video course using code from chapter 8, Realtime Predictive Analytics with Kafka, PySpark, Spark MLlib and Spark Streaming. Check it out now at datasyndrome.com/video.

data-syndrome data data-science analytics apache-spark apache-kafka kafka spark predictive-analytics machine-learning machine-learning-algorithms airflow python-3 python3 amazon-ec2 agile-data agile-data-science vagrant amazon-web-services

awesome-ai-awesomeness - A curated list of awesome awesomeness about artificial intelligence

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A curated list of awesome awesomeness about artificial intelligence(AI). If you want to contribute to this list (please do), send me a pull request.

natural-language-processing computer-vision deep-learning artificial-intelligence neural-networks artificial-neural-networks machine-l

auto_ml - Automated machine learning for analytics & production

•    Python

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auto_ml is designed for production. Here's an example that includes serializing and loading the trained model, then getting predictions on single dictionaries, roughly the process you'd likely follow to deploy the trained model. All of these projects are ready for production. These projects all have prediction time in the 1 millisecond range for a single prediction, and are able to be serialized to disk and loaded into a new environment after training.

machine-learning data-science automated-machine-learning gradient-boosting scikit-learn machine-learning-pipelines machine-learning-library production-ready automl lightgbm analytics feature-engineering hyperparameter-optimization deep-learning xgboost keras deeplearning tensorflow artificial-intelligence

pycm - Multi-class confusion matrix library in Python

•    Python

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PyCM is a multi-class confusion matrix library written in Python that supports both input data vectors and direct matrix, and a proper tool for post-classification model evaluation that supports most classes and overall statistics parameters. PyCM is the swiss-army knife of confusion matrices, targeted mainly at data scientists that need a broad array of metrics for predictive models and an accurate evaluation of large variety of classifiers. threshold is added in version 0.9 for real value prediction.

machine-learning confusion-matrix matrix statistics statistical-analysis accuracy ml ai mathematics data-mining data-analysis classification classifier data-science data neural-network multiclass-classification deep-learning artificial-intelligence deeplearning

gdx-ai - Artificial Intelligence framework for games based on libGDX or not

•    Java

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An artificial intelligence framework, entirely written in Java, for game development with libGDX.The gdxAI project is a libGDX extension living under the libGDX umbrella. However it does not force you to use that specific framework if you do not wish to do so. The libGDX jar remains an essential requirement, mostly due to the use of libGDX collections which are optimized for mobile platforms by limiting garbage creation and supporting primitive types directly, so avoiding boxing and unboxing.

libgdx pathfinding steering-behaviors formation-motion behavior-trees artificial-intelligence framework npc state-machines decision-making gamedev movement

OpenCog - Framework to build Artificial Intelligence Programs

•    C++

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The OpenCog Framework is a platform to build and share artificial intelligence programs. It includes components for procedural and declarative knowledge representation (AtomSpace), task scheduling (CogServer), AI algorithm containers (MindAgents), connectors to instant messaging and virtual world systems, and other components. MindAgents and other add-ons explore a wide variety of AI techniques including evolutionary program learning (MOSES), natural language processing, and others.

artificial-intelligence neural-network nlp

AI-Programmer - Using artificial intelligence and genetic algorithms to automatically write programs

•    CSharp

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Read the research paper BF-Programmer: A Counterintuitive Approach to Autonomously Building Simplistic Programs Using Genetic Algorithms. AI-Programmer is an experiment with using artificial intelligence and genetic algorithms to automatically generate programs. Successfully created programs by the AI include: hello world, hello , addition, subtraction, reversing a string, fibonnaci sequence, 99 bottles of beer on the wall, and more. It's getting smarter. In short, it's an AI genetic algorithm implementation with self modifying code.

genetic-algorithms c-sharp fitness-score ai artificial-intelligence genetic-algorithm genetic-programming programming-language genome program-synthesis

ruby-warrior - Game written in Ruby for learning Ruby and artificial intelligence.

•    Ruby

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This is a game designed to teach the Ruby language and artificial intelligence in a fun, interactive way. You play as a warrior climbing a tall tower to reach the precious Ruby at the top level. On each floor you need to write a Ruby script to instruct the warrior to battle enemies, rescue captives, and reach the stairs. You have some idea of what each floor contains, but you never know for certain what will happen. You must give the Warrior enough artificial intelligence up-front to find his own way.

Snake - Artificial intelligence of the Snake game.

•    Python

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This project focuses on the artificial intelligence of the Snake game. The snake's goal is to eat the food continuously and fill the map with its bodies ASAP. The old version of this project is written in C++. Now it has been rewritten using Python for a user-friendly GUI and the simplicity in the implementations of algorithms. Requirements: Python 3.5+ with Tkinter installed.

snake game artificial-intelligence graph-theory algorithm

opencog - A framework for integrated Artificial Intelligence & Artificial General Intelligence (AGI)

•    Scheme

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OpenCog is a framework for developing AI systems, especially appropriate for integrative multi-algorithm systems, and artificial general intelligence systems. Though much work remains to be done, it currently contains a functional core framework, and a number of cognitive agents at varying levels of completion, some already displaying interesting and useful functionalities alone and in combination. With the exception of MOSES and the CogServer, all of the above are in active development, are half-baked, poorly documented, mis-designed, subject to experimentation, and generally in need of love an attention. This is where experimentation and integration are taking place, and, like any laboratory, things are a bit fluid and chaotic.

agi natural-language natural-language-inference natural-language-understanding robotics robot-controller learning learning-algorithm unsupervised-learning unsupervised-machine-learning unsupervised-learning-algorithms

Artificial-Intelligence-Terminology - The English-Chinese paired terminologies in Artificial Intelligence Domain

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The English-Chinese paired terminologies in Artificial Intelligence Domain

high-school-guide-to-machine-learning - Being a high schooler myself and having studied Machine Learning and Artificial Intelligence for a year now, I believe that there fails to exist a learning path in this field for High School students

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Being a high schooler myself and having studied Machine Learning and Artificial Intelligence for a year now, I believe that there fails to exist a learning path in this field for High School students. This is my attempt to create one. Over the past few months, I've tried to spend a couple of hours every day understanding this field, be it watching Youtube videos or undertaking projects. I've been guided by older peers who've had far more experience than me, and now feel that I have ample experience to share my insights.

machine-learning artificial-intelligence highschool high-school guide learning-path student