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Hot data science related posts every hour. Chat: https://telegram.me/r_channels Contacts: @lgyanf
Serious: What's a harmonic mean and why does everyone joke about it?
I keep seeing posts/comments making fun of it
/r/datascience
https://redd.it/z23mvw
% of Welsh people who are able to speak in the Welsh language. [2022 vs 2015 vs 2010]
https://redd.it/z29pw6
@datascientology
% of British people with blue eyes
/r/MapPorn
https://redd.it/z28qhm
E Why Neural Networks Can Approximate Any Function (The Universal Approximation Theorem)
Hi guys,
I have made a video on YouTube here where I explain why neural networks are considered universal function approximators.
I hope it may be of use to some of you out there. As always, feedback is more than welcomed! :)
/r/statistics
https://redd.it/z235mw
Now the legendary Rubik's Cube is easy to understand
/r/mathpics
https://redd.it/z09ne3
R Human-level play in the game of Diplomacy by combining language models with strategic reasoning — Meta AI
Paper: https://www.science.org/doi/10.1126/science.ade9097?fbclid=IwAR2Z3yQJ1lDMuBUyfICtHnWz2zRZEhbodBkAJlYshvxkCqpcYFhq5a\_Cg6Q
Blog: https://ai.facebook.com/blog/cicero-ai-negotiates-persuades-and-cooperates-with-people/?utm\_source=twitter&utm\_medium=organic\_social&utm\_campaign=cicero&utm\_content=video
Github: https://github.com/facebookresearch/diplomacy\_cicero
Abstract:
Despite much progress in training AI systems to imitate human language, building agents that use language to communicate intentionally with humans in interactive environments remains a major challenge. We introduce Cicero, the first AI agent to achieve human-level performance in Diplomacy, a strategy game involving both cooperation and competition that emphasizes natural language negotiation and tactical coordination between seven players. Cicero integrates a language model with planning and reinforcement learning algorithms by inferring players' beliefs and intentions from its conversations and generating dialogue in pursuit of its plans. Across 40 games of an anonymous online Diplomacy league, Cicero achieved more than double the average score of the human players and ranked in the top 10% of participants who played more than one game.
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Overview of the agent
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Example dialogues
Disclosure: I am one of the authors of the above paper.
Edit: I just heard from the team that they’re planning an AMA to discuss this work soon, keep an eye out for that on /r/machinelearning.
/r/MachineLearning
https://redd.it/z1yt45
The Arguments For And Against Marijuana Legalization
/r/visualization
https://redd.it/z1vp38
Tik tok these are the same color
https://redd.it/z1u5yg
@datascientology
[Bloomberg] Here’s How America Uses Its Land
https://www.bloomberg.com/graphics/2018-us-land-use/?leadSource=uverify%20wall
/r/dataisbeautiful
https://redd.it/z1rm34
[OC] We're 28 years away from 2050, can we get to net zero by then? Last year we emitted ~33 billion tons of CO2
/r/dataisbeautiful
https://redd.it/z1pcwy
[R] Upto 2.5X speed up of Stable-diffusion/Dreambooth using one line of code with voltaML.
https://redd.it/z1kz7m
@datascientology
[OC] Population change since 1840 or the unique case of Ireland
/r/MapPorn
https://redd.it/z16tv2
[OC] Spectacular Videos: Synthetic Universes, with Star Collision Graph
/r/dataisbeautiful
https://redd.it/z10q93
rapid fire technical questioning during an interview a red flag?
I observed a few company where one of the person on the hiring panel (often a fellow data scientist and not a person of managerial position) rapidly ask technical questions. I am not sure if it is pre-mediated to stress test a candidate, but the experience left a sour taste in my mouth. What do you think about this interview strategy?
Unrelated, I got a little revenge when I get to rapidly fire the panel for their take on the negative reviews I gathered on glassdoor.
/r/datascience
https://redd.it/z11itd
Animal Semifinals (Everyone)
https://docs.google.com/forms/d/e/1FAIpQLScAPmUOX2UTvyH26penMNtSOYWJ4a-SkPq8UW1XtldfdnGb9Q/viewform?usp=sf_link
/r/SampleSize
https://redd.it/z1170c
The fastest route from Tindouf, Algeria to Laayoune, Western Sahara
/r/MapPorn
https://redd.it/z2hxsv
Diversity and population density across six West Coast US cities [OC]
/r/dataisbeautiful
https://redd.it/z1zp7f
Disney Princess Baby Name Trends [OC]
/r/dataisbeautiful
https://redd.it/z1up1s
German territorial losses 1919/1945
/r/MapPorn
https://redd.it/z1qxvx
Support for Iraq War among EU citizens in 2003
/r/MapPorn
https://redd.it/z1v4qv
[OC] Irreligion in Canada
/r/dataisbeautiful
https://redd.it/z1xkfc
C Is the role of statistical programmer still relevant/demanded?
I see a lot of layoffs in the statistical programming job market and I was thinking like.. did I make a right choice by becoming a statistical programmer?
/r/statistics
https://redd.it/z1ws7s
Memory Profiling for Pandas
https://redd.it/z1pk16
@datascientology
Map drawn by retracing historic shipping logs from 1945
/r/MapPorn
https://redd.it/z1mbwh
Academic Survey about food delivery apps 3-5 min (for everyone)
Just a survey asking about your experiences with food delivery apps. For a college ux/ui project
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https://forms.gle/rdH87mxbUqrMsYUj7
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Also willing to trade surveys, just dm me
Surveyswap.io code will be given once finished
/r/SampleSize
https://redd.it/z1iym1
[OC] Royal Mail, Europe's 3rd largest postal service by market cap - breaking down its 2021 annual report
/r/dataisbeautiful
https://redd.it/z1p99b
AI for good
/r/datascience
https://redd.it/z1jllw
80% of movies on Netflix were released after 2015 [OC]
/r/dataisbeautiful
https://redd.it/z1bqp4
5 vendors take up 1/3 of my deliveries [OC]
/r/dataisbeautiful
https://redd.it/z14noy
What happened to green cars?
/r/Infographics
https://redd.it/yxtsyp
