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From William Colen <co...@apache.org>
Subject Re: [VOTE] Accept Marvin-AI into Apache Incubator
Date Tue, 21 Aug 2018 20:51:48 GMT
+1 (binding)


Em ter, 21 de ago de 2018 às 17:09, Jim Jagielski <jim@jagunet.com>
escreveu:

> +1 (binding)
>
> > On Aug 21, 2018, at 1:43 PM, Luciano Resende <luckbr1975@gmail.com>
> wrote:
> >
> > After the initial discussion, please vote on the acceptance of Marvin-AI
> > Project for incubation at the Apache Incubator. The full proposal is
> > available at the end of this message and on the wiki at :
> >
> > https://wiki.apache.org/incubator/Marvin-AI
> >
> > Please cast your votes:
> >
> > [ ] +1, bring Marvin-AI into Incubator
> > [ ] +0, I don't care either way
> > [ ] -1, do not bring Marvin-AI into Incubator, because...
> >
> > The vote is open for the next 72 hours and only votes from the
> > Incubator PMC are binding.
> >
> > ===
> >
> > = Marvin-AI =
> >
> > == Abstract ==
> >
> > Marvin-AI is an open-source artificial intelligence (AI) platform that
> > helps data scientists, prototype and productionalize complex solutions
> with
> > a scalable, low-latency, language-agnostic, and standardized architecture
> > while simplifies the process of exploration and modeling.
> >
> > == Proposal ==
> >
> > Marvin helps non-experienced developers create industry-grade AI
> > applications. It has three core components:  a development environment to
> > be used during data exploration and hypothesis validation (Toolbox), a
> > library which should be extended to create Marvin engines, and a Scala
> > application server which interprets engines (Engine Executor).
> > A basic premise of Marvin is that it should be language-agnostic, able to
> > interpret engines implemented in different programming languages.
> >
> > == Background ==
> >
> > The Marvin AI project was initiated as an internal project at B2W Digital
> > (Brazil), the largest e-commerce company in Latin America. Nowadays, it
> is
> > used by all data scientists within the B2W team. Oftentimes, data
> > scientists don't have an extensive background in software engineering,
> yet
> > are in charge of creating AI applications that need to scale to high
> > throughput and provide millisecond-level response times. At B2W, Marvin
> AI
> > plays an important role in this process, abstracting advanced software
> > engineering procedures, allowing data scientists to focus on their
> > knowledge domain.
> >
> > == Rationale ==
> >
> > With recent advances in computer architecture and a corresponding
> increase
> > in the amount of data generated by always-connected devices, AI
> algorithms
> > offer a solution to problems that have long troubled modern corporations.
> > Since AI developers come from various fields, such as statistics,
> physics,
> > and math, there exists a strong need for platforms which enable them to
> > move from prototypes to enterprise applications. Although some tools
> claim
> > to offer this service, in reality, there is no reliable open-source
> > solution.
> >
> > == Initial Goals ==
> >
> > The initial goals will most likely be to merge the existing codebase
> into a
> > single repository, migrate it to Apache, and then integrate with the
> Apache
> > development process. Furthermore, we plan for incremental development and
> > releases, as per Apache guidelines.
> >
> > == Current Status ==
> >
> > === Meritocracy ===
> >
> > Marvin already works under principles of meritocracy. Today, Marvin
> already
> > has some contributors that are part of other institutions. Although there
> > is no formal process defined to become a committer, contributors that
> make
> > major changes/improvements to the platform are naturally granted write
> > access to the repository.
> >
> >
> > === Community ===
> >
> > Acceptance into the Apache foundation would substantially boost both
> > Marvin's user and developer communities. The current community includes a
> > few experienced developers that have either academic or professional
> > experience with AI. The community is largely comprised of data scientists
> > working at B2W and other companies such as Cloudera, MIT, Qume Labs,
> > Laguro.com, and CBYK. Also, there is a  meetup group of hundreds of users
> > who meet regularly to exchange ideas about Marvin and, more generally,
> AI.
> >
> > Reference to the group: https://www.meetup.com/marvin-ai/members/
> >
> > === Core Developers ===
> >
> > The core developers for Marvin are listed in the contributor's list and
> > initial PPMC below. These lists include B2W employees, MIT students,
> UFSCAR
> > researchers, independent contributors, and some employees of other
> > companies like Cloudera, Qume Labs, Laguro.com, and CBYK.
> >
> > === Alignment ===
> >
> > The initial committers strongly believe that by being part of the Apache
> > Software Foundation, Marvin AI will be part of a comprehensive suite for
> AI
> > applications that can process big data and enable enterprises to extract
> > value from their data lakes. Also, we hope that by integrating with other
> > Apache projects such as Apache Spark, Apache Hadoop; that this will
> foster
> > additional collaboration between these projects furthering the already
> > existing integration points and expanding the community of contributors.
> >
> >
> > == Known Risks ==
> >
> > === Orphaned products ===
> >
> > Given the current maturity of Marvin and how well it has been received at
> > technical conferences, the risk of the project being abandoned is
> minimal.
> > AI is not academia-exclusive anymore, and as enterprises start to add
> > data-science pipelines to their applications, demand for Marvin will only
> > increase.
> >
> > === Inexperience with Open Source ===
> >
> > Marvin AI has been an open-source project since October 2017. The project
> > was started in a company where open-source culture is foundational. B2W
> > Digital runs the largest e-commerce in Latin America on top of
> open-source
> > projects.
> >
> > === Reliance on Salaried Developers ===
> >
> > Marvin AI receives substantial efforts from salaried developers -- a few
> of
> > which were hired by companies to work exclusively for the project -- but
> > the majority devote "after-hours" or spare time to this project. Some
> > developers are graduate students that contribute in their free time at
> > school.
> >
> > === Relationships with Other Apache Products ===
> >
> > Marvin integrates with several Apache products, such as Hadoop (HDFS) and
> > Spark. Marvin shares some similar features with PredictionIO,
> specifically
> > the model application server and a design pattern that was inspired by
> the
> > DASE. Despite these similarities, Marvin is catered towards a different
> > clientele (data scientists), and for that reason, it includes many
> critical
> > features that are not provided by PredictionIO.
> >
> > === An Excessive Fascination with the Apache Brand ===
> >
> > While the ASF brand will undoubtedly help Marvin become a successful
> > project, Marvin is already gaining traction at companies around the
> globe.
> >
> > == Documentation ==
> >
> > http://www.marvin-ai.org
> >
> >
> > == Initial Source ==
> >
> > The current codebase is available at http://github.com/marvin-ai. This
> is
> > practically the same code that will be migrating to the Apache
> Foundation,
> > the notable difference being that the multiple repositories will be
> merged
> > into a single repository (if necessary).
> >
> > These are the main repositories and a very simplified explanation about
> > each one:
> >
> > '''Main repositories'''
> >
> > * marvin-ai/marvin-python-toolbox - Data Science toolbox that helps in
> the
> > creation of new ML engines
> > * marvin-ai/marvin-engine-executor - Component responsible for
> > interpreting, serving and managing Marvin engines
> > * marvin-ai/marvin-public-engines - Marvin engine examples to help new
> > Marvin users to build engines
> > * marvin-ai/marvin-platform-book - Documentation in GitHub book site
> format
> >
> > '''Secondary repositories (Experimental and Initial)'''
> > * marvin-ai/marvin-vagrant-dev - Development environment that uses
> > VirtualBox and vagrant to non mac and Linux users;
> > * marvin-ai/marvin-paper - Source code (latex format) of the first Marvin
> > paper published in PAPIS.io conference in Boston.
> > * marvin-ai/marvin-cluster-admin - Admin module responsible to manage
> > Marvin cluster;
> > * marvin-ai/marvin-automl - AutoML module responsible to help data
> > scientist to build machine learning models with a very simple visual
> > interface;
> >
> >
> > == External Dependencies ==
> >
> > It is very likely that all our dependencies are using either the Apache
> or
> > MIT license. Upon acceptance to the incubator, we would begin a thorough
> > analysis of all transitive dependencies to verify this fact and introduce
> > license checking into the build and release process.
> >
> > == Required Resources ==
> >
> > === Mailing lists ===
> >
> >  * private@marvin.incubator.apache.org (with moderated subscriptions)
> >  * dev@marvin.incubator.apache.org
> >  * commits@marvin.incubator.apache.org
> >
> >
> > === Git Repositories ===
> >
> >  * https://git-wip-us.apache.org/repos/asf/incubator-marvin.git
> >
> > === Issue Tracking ===
> >
> >  * JIRA (MARVIN)
> >
> > == Initial Committers ==
> >
> > * Lucas Bonatto Miguel <lucasbonatto@gmail.com> - Qume Labs (California
> -
> > USA)
> > * Daniel Takabayashi <daniel.takabayashi@gmail.com> - B2W Digital (São
> > Paulo - BR) / Laguro.com (California - USA)
> > * Bruno Piraja <bruno.piraja@b2wdigital.com> - B2W Digital (São Paulo -
> BR)
> > * Zhang Yifei <zhang.yifei@b2wdigital.com> - B2W Digital (São Paulo -
> BR)
> > * Harrison Wang <hwang123@mit.edu> - MIT (USA)
> > * Brody West <brodyw@mit.edu> - MIT (USA)
> > * Rafael Novello <rafael.novello@b2wdigital.com> - B2W Digital (São
> Paulo
> > - BR)
> > * Willian Leite <willian.leite@cbyk.com.br> - CBYK (São Paulo - BR)
> > * Danilo Nunes <nunesdanilo@gmail.com> - Qume Labs (California - USA)
> > * Alan Silva <alan.silva@cloudera.com> Cloudera (USA)
> > * Jeremy Elster <jeremy.elster@b2wdigital.com> - B2W Digital (São Paulo
> -
> > BR)
> >
> >
> > == Sponsors ==
> >
> > === Champion ===
> >
> > * Luciano Resende - (lresende)
> >
> > === Nominated Mentors ===
> >
> > * Luciano Resende - (lresende)
> > * Jim Jagielski - (jim)
> > * - (colen)
> >
> > === Sponsoring Entity ===
> > We would like to propose the Apache Incubator to sponsor this project.
> >
> >
> > --
> > Luciano Resende
> > http://twitter.com/lresende1975
> > http://lresende.blogspot.com/
>
>
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