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- - Last Update: May 8, 2024 -
-Dear SDV Community,
-- Welcome to the Synthetic Data Vault! Here, you will find a group - of passionate creators and builders who want to put synthetic data - to use. -
-- Our goal with the SDV is to be the most comprehensive and trusted - platform for synthetic data. Since we started the{" "} - - SDV Slack Community - {" "} - in July 2020, we've seen unprecedented innovation and - collaboration in this space. As we continue to improve the - software and discover new insights about synthetic data, we want - to make sure our community is set up for responsible growth. -
-- To that end, we are introducing some SDV Slack Community - Guidelines, aimed to foster more of the great engagement we've - been seeing. Below, you'll find 5 key principles that we expect - all Slack Community members to follow. -
-- 1. Discuss and participate openly -
-- We created our Slack Community as an open place to discuss the - SDV. Anyone can join our community by creating a profile. - Whether it's through asking questions, having detailed - discussions or reacting to existing conversations, you are - welcome to engage with the community in any way you feel - comfortable. Feel free to answer questions by replying in a - thread, especially if you've run into the same problems in the - past or have workarounds. -
-The guidance below allows us to keep the community safe:
-- 2. Keep the workspace organized -
-- Before starting a discussion, check to see if there is already - material that covers the topic. We have many resources - including:{" "} - - GitHub Issues - - ,{" "} - - SDV User Guides - {" "} - and the{" "} - - DataCebo Blog - - . -
-- If you cannot find any related material, post your question in - the appropriate channel depending on the use – for eg. - #single-table, #multi-table, #timeseries, #sdmetrics, etc. For - general questions, use #sdv-dev. We recommend you use only 1 - block of text to write your initial question. The text will - become the start of a new thread, and new replies will appear - nested underneath it: -
-- (We recognize that there may be bots or Apps that you use in - other Slack spaces. Currently, we are not accepting any requests - to add external Slack Apps to the SDV space.) -
-- 3. Continue with involved discussions on GitHub -
-- While Slack is a great place for initial connection and - conversation, we are using GitHub for more involved topics, - which require a more permanent location for tracking and - updating. In certain scenarios, a member of the SDV team may ask - you to continue a Slack discussion on GitHub instead: -
-- 4. Keep the focus on SDV usage -
-- The primary focus of the SDV Slack is to discuss the{" "} - SDV software. Due to recent - growth in users and usage questions, and our goal of supporting - users in every way possible, we are adopting a new policy: Slack - members must stick to posting{" "} - - SDV usage questions and discussions only - - . Here's what this means: -
-- 5. Be respectful -
-- We are thrilled to have a global community that represents many - different industries, backgrounds and experiences. It is - important for everyone to keep this diversity in mind while - communicating. A question that might seem obvious to you may not - be to someone else, and you may receive faster replies if you - explain any industry-specific terms. While others may not share - your understanding of physics, chemistry, finance, healthcare, - etc., we all share a love for data! -
-- We ask that you also extend this respect to the SDV team. As the - core maintainers of this project, we are a passionate but small - team responding to a variety of requests and questions. Please - be mindful of this as you communicate with and wait for - responses from us. -
-- Thank you for taking the time to read our community guidelines. - With these in mind, we hope the SDV Slack will continue to grow as - an open space for discussion and collaboration around synthetic - data solutions. -
-
- Happy synthesizing!
- - The SDV Team
-
- The SDV is based on over a decade of research and development - at MIT -
-Preprint, June 2022
-Kevin Zhang, Kalyan Veeramachaneni, Neha Patki
-S.M Thesis, Dept. of EECS, MIT, February 2020
-Lei Xu
-- NeurIPS|2019, Proc. of Advances in Neural Information Processing - Systems, 2019 -
-- Lei Xu, Maria Skoularidou, Alfredo Cuesta-Infante, Kalyan - Veeramachaneni -
-- AAAI-19, In Proc. 33rd AAAI Conference on Artificial Intelligence, - 2019 -
-Yi Sun, Alfredo Cuesta-Infante, Kalyan Veeramachaneni
-Preprint, 27 November 2018
-Lei Xu, Kalyan Veeramachaneni
-M.Eng Thesis, Dept. of EECS, MIT, August 2018
-Andrew Montanez
-- DSAA -16, International Conference on Data Science and Advance - Analytics, October 2016 -
-Neha Patki, Roy Wedge, Kalyan Veeramachaneni
-M.Eng. Thesis, Dept. of EECS, MIT, June 2016
-Neha Patki
-