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mindfiresolutions-blog · 11 months ago
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Top Machine Learning Libraries In Java
Java is the only general purpose programming language which finds wide use by developers for building secure enterprise grade applications, desktop applications, web applications, and mobile apps. Java 9 further helps developers to build applications for both large and small devices by providing a number of new features – a new module system, a new command line tool, and several updated APIs. At the same time, Java is currently one of the most popular programming languages for machine learning.
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A large percentage of data scientists and machine learning developers prefer Java to other programming languages while improving network security, protect cyber attacks, and detect frauds. The language features available in Java makes it easier for programmers to write machine learning algorithms. The developers can accelerate custom machine learning application development by taking advantage of the Machine Learning libraries In Java.
Brief Overview of 10 Robust Machine Learning Libraries In Java
1) Java Machine Learning Library (Java-ML)
Java-ML is designed as a collection of machine learning algorithms. It even provides interface for various types of machine learning algorithms. By design, the library is a clear interface instead of graphical user interface. Hence, only skilled Java programmers and developers are able to use it . They have option to learn Java-ML by referring to its well-documented source code as well as tutorials and code samples.
2) Java Statistical Analysis Tool (JSAT)
The Java library for machine learning was developed by Edward Raff for self-education. JSAT still provides implementation of standard machine learning algorithms in pure Java. The developers can even use JSAT as a lightweight Java library without external dependencies. But they cannot use the library to solve complex machine learning project. JSAT still helps machine learning developers to sole small to medium size problems quickly.
3) Waikato Environment for Knowledge Analysis (Weka)
The machine learning algorithms provided by Weka helps developers to simplify a variety of data mining tasks. Weka even provides a number of tools for data pre-processing, classification, clustering, regression, and visualization. The developers even have option to use the machine learning algorithms provided by Weka to a dataset directly or call the algorithms from Java code. At the same time, the developers can also use Weka to create new machine learning schemas without putting extra time and effort.
4)  Konstanz Information Miner (KNIME)
KNIME was originally an analytics and reporting library. But KNIME is currently one of the most popular build software for advanced data science. The tools provided by KNIME help users to discover new potential hidden in data, mine data for fresh insights, and predict new future. The data scientists can use KNIME to integrate different types of data collected from various sources to widely used tools. At the same time, the software developers can use KNIME to connect applications to data sources by creating custom connectors, implement new algorithms, and create new data visualization.
5) Environment for DeveLoping KDD-Applications Supported by Index-Structures (ELKI)
The open source data mining software is written in Java programming language. But it is compiled with Python and Maven. Despite being designed as research software, ELKI is designed based on extensions. It allows developers to use algorithms, indexes, visualization, data types, and distance functions as extensions. However, ELKI allows developers to keep the data management tasks and data mining algorithms separated. The separation further makes it easier for programmers to evaluate data mining algorithms and data management tasks independently.
6) RapidMiner
The commercial data science platform is currently being used by large enterprises like Samsung, GE, SalesForce, Cisco, Hitachi and Siemens. RapidMiner comes with a set of features and tools to simplify various tasks performed by data scientists. It even uses automated machine learning to speed up and simplify various data science projects. The data scientists can use RapidMiner Studio to create visual workflow, RapidMiner Server to simplify model deployment and management, and RapidMiner Radoop to implement code free data science.
7) Massive Online Analysis (MOA)
The widely used data stream mining framework comes with a number of machine learning algorithms and tools to evaluate the algorithms. While using MOA, developers can avail a variety of machine learning algorithms – classification, clustering, regression, concept drift detection, outlier detection, and recommender system. The developers can use MOA to perform real-time big data streaming and large scale machine learning. They even have option to extend and scale the Java-based framework to meet complex project needs.
8) Eclipse Deeplearning4j
Deeplearning4j is a Java based platform. The distributed deep learning library is compatible with a number of JVM-based programming languages – Kotlin, Scala and Clojure. Also, Deeplearning4j finds extensive use as a scalable and open source distribution library in varied business environments on distributed CPUs and GPUs. It even features micro-service architecture and takes advantage of a robust distributed computing framework like Hadoop. The developers can even avail the tools provided by Deeplearning4j to perform machine learning ETL operations, evaluate machine learning algorithms, and integrate Java and native C++.
9) Mallet
Mallet is designed as a Java-based package for a variety of machine learning applications to text. The sophisticated tools available in Mallet make it easier for developers to simplify document classification, sequence tagging, topic modelling, and numerical optimization. At the same time, Mallet transforms text documents into numerical representation efficiently and flexibly through a system of pipes. The user can even extend Mallet through add-on packages to meet complex project needs.
10) Encog Machine Learning Framework
In addition to supporting advanced machine learning algorithms, Encog also supports classes for data normalization and processing. The framework further provides multi-threaded training algorithms that can scale according to multicore hardware. Encog makes it easier for programmers to model and train machine learning algorithms by providing a GUI-based workbench. It supports an array of standard machine learning algorithms including neural networks, genetic programming, Bayesian networks, hidden Markov models, and support vector machine.
On the whole, the Java developers have option to choose from a wide range of Java libraries for machine learning. Some of these libraries are machine learning development platforms, whereas others provide a collection of machine learning algorithms. Hence, the developers must keep in mind the precise needs of each project while comparing these widely used machine learning libraries for Java programming language.
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splatoonpolls · 1 year ago
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ROUND 2
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i will get the rest ready tomorrow i am like really tired and i make more mistakes when i am tired
AHEM! I am going to remove the socks from some people now but...
BATTLES
Round 2 group 1, 18/11
dapple! by @jesterjamz vs Sam by @speckostardust
Speck by @speckostardust vs Fishbowl by @batjokes-yaoi
Reagan Mobula by @lemo-nadde vs Muffin by demi @demi-s-fucked-up-dog
Pixxy by @gloogapropaganda vs Skittles by @mothlight-hours
Round 2 group 1 20/11
Adam J. Moreno by Shadow @shadow3142 vs Violet Toyama by @snowy-squids
Trito by @toldentops vs Mako(2) by @boilbo ys
Mitski Pincilpusher by Novae @novae-viking vs Clover by @clovrplayz
Pink & Blue by @actuallynobutwhynot vs Mako by @hightide-eraa
Round 2 group 2 22/12
Net by @sugarsprinkles vs Moon by @ace-octo-pix
Kata by @takemetotheastralagain vs Lin by @corn418
Lila by @salt-pile vs Sicily Dyerize by @ghosthoodie
mainalupa rosakana by @octobrushwizard vs Jett by @calicocoffee101
Claws by @undercoverbrellla vs Static & specter by @princess--bongwater
Talia Yareli by @gingergari vs Dutch by @seffien vs Tami (inkling name), Ruthless And Valiant Creature From Muni Eru Kaiyo (salmonid name) by @wyrm-in-a-closet
Nixie Gil by @salt-pile vs Thyson Orthanial Toothy by @are-you-judd-enough
Round 2 group 3 13/1
Ronny Benitez by @yovillustar vs Sushi and Bayo by @turtle-trash
Big Swig (she/her) by @libbecnoir vs Angelo (He/Him) by @hydrasango
Keen Eye For All That Glitters, Hand of the Storm Surge (or Surge for short) by Shadowlugia711 @shadowlugia711 vs Coralie “Coral” Gill by @salt-pile
Maddy Meduasa by @anemonequeen vs Aries! by @ff2-soda-pop
Eight by @candycornfrog vs Musa by Gogogo956 @gogogo956
Nylon by @blinky-skyd vs Robin & Ivy by @possiblycringe
LauRel by @kid0rchid vs Crimson and Carmen by Mirruno Zelia @mirruno-zelia
Samuel by @salt-pile vs The Inkoid Typhoon that Ravages the Shoreline (Typhoon for short) by @nylonvintage
Round 2 group 4 10/2
Coralie “Coral” Gill by @salt-pile vs Astra by @scales-in-sweaters
Keons by @sharkkweak vs Elkhorn (Elky) by @the-knowable-entity
Berkut by @tapricornzzz vs The Devourer of the Dry Lands (Dev for short) by @dransnake
Guava by @cambriancutie vs Ally by @frippp
NPC by @sodaposting vs Bingo by @razzafrazzle
Royal/Agent 10/1ND1G0 SH0R3 by @scrunkly-cherry vs Pumpkin by @judithan-xing
Kelsie by @rosegolddoodle252 vs Sodden Roe by @Azazel-the-fifth
(I will send the link to the post to the users I was unable to @)
GUYS GUYS IT IS HERE AFTER A WHOLE MONTH
education, stuff happening irl, and all that
PRESENTING
THE SPLATOON OC TOURNEY OF 2023 (to maybe 2024)
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IF YOU HAVE SUBMITTED YOUR OC ATM BUT YOU ARE NOT @ed DO NOT WORRY! YOU WILL BE @ed IN ROUND 2!
ROUND 1 CONTESTANTS AND THEIR ARTISTS!
THE BATTLES WILL HAPPEN TOMMORROW (3/11) AT 5pm CET! ALSO THESE ARE ALL RANDOM BTW!
Caviar Hustle by @are-you-judd-enough vs Sam by @speckostardust
Moon by @ace-octo-pix vs Dapplez by @swimspeedupabilitychunk
Charlotte by Brisk @brisskwinds vs Static & Specter by @princess--bongwater
Sushi and Bayo by @turtle-trash vs Poppy by perinkling @perinkling
Cirrin by @daargons vs The Inkoid Typhoon that Ravages the Shoreline (Typhoon for short) by @softichill/@nylonvintage
Ally the ammonite by Frip @frippp vs Skull by Sky @starryskyyyy
BTW I HAVE JUST LEARNED HOW TO CODE AND I DECIDED TO DO THE YOSHIKAGE KIRA COPYPASTA!
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clcedit · 5 years ago
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clc users (pt 2)
seungheelips
yujinoir
etherealsorn
mochielkie
cutelkie
tenshiyeeun
YUJING1RL
cakeunbin
softsclc
chesire_co
SEUN9YEONS
send me an ask if you save/use, pls ♡
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sinbucetuda · 5 years ago
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clc elkie users
elkiestation
elkiegirl
tingyangirl
elkieluvie
tingyanature
tingvyan
elkietaste
like or reblog if you use.
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eboyjun · 6 years ago
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𝚛𝚊𝚗𝚍𝚘𝚖 [[𝐠𝐢𝐫𝐥 𝐠𝐫𝐨𝐮𝐩𝐬]] 𝚜𝚘𝚏𝚝_𝚞𝚜𝚎𝚛𝚜 ! !
• yeonwoo_web
• latata_mp4
• chaewon_n 
• elkiescafes
• dubuluvies 
• T_Tbusters
• wjsnsclub
• bella_cokr
tell me if you save/use any please<3
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castawayusers · 6 years ago
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elkie users
blamelkie elkiebreathing freedomelkie elkiebreake ifselkie pieceselkie 
créditos no @rosesirwins 
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heredits · 7 years ago
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♡ - ̗̀ ✧〃 💌 clc and eunbin users
@totheclc @hobgoblinclub @clclovs @eunbinslemon @visualeunbin @ulteunbins
( like/reblog if you use them! please let me know if you use one of them so i can delete it from the list  ♡
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newjeanzs · 2 years ago
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⠀⠀ ⠀⠀yeeun icons!📸
like or reblog if you save/use.
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iproxy · 3 years ago
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🍶 oMg CLC ic0ns @_@ ?!
﹫ like or reblog
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k-ittie · 4 years ago
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sinaecr · 4 years ago
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⌕ ː ♥︎ girls ִֶָ layouts ೨
⌕ ː ♥︎ Like and reblog if you save.
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iamjelly · 4 years ago
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clc locs!
✧﹕き 🥛﹏ 𝗰𝗹𝗰.
丕 ♥︎ 𓏲𝗰𝗹𝗰 ! ⩩
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clcedit · 5 years ago
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clc users
clcpetit clcroses clcrystyle httpsorn sorneed rosyujins riseunbin sideunbin fleurseunghee cafeseunghee palettelkie
send me an ask if you save/use, pls ♡ 
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all4messy · 5 years ago
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clc icons halloween
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avatarelkie · 4 years ago
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i’m making a second twitter acc just for like tlok so i used this url and twitter said it’s already taken for a second and i almost just like died
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kusers-blog · 8 years ago
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clc users
Sorn
deusorn - DEUSORN
sornfly - SORNFLY
chwnnasorn
Seunghee
ohseunghez
ohsewnghee
Yujin
chsiyujin
choizyujin
Seungyeon
seungyweon
seungyeozn
YeeEun
cryeeun (usei só dois E’s pra não ficar estranho) 
jnzgyeeun
Elkie
elkiechwng
elkiechsng
Eunbin
kwneunbin
knweunbin
warn if saving - avise se salvar
!!!IMPORTANT!!!!
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