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Hot data science related posts every hour. Chat: https://telegram.me/r_channels Contacts: @lgyanf
N Point-E: a new Dalle-like model that generates 3D Point Clouds from Prompts
It's only been a month since OpenAI released ChatGPT, and yesterday they launched Point-E, a new Dalle-like model that generates 3D Point Clouds from Complex Prompts. As someone who is always interested in the latest advancements in machine learning, I was really excited to dig into this paper and see what it had to offer.
One of the key features of Point-E is its use of diffusion models to generate synthetic views and 3D point clouds. These models use text input to generate an image, which is then used as a reference for generating the 3D point cloud. This process takes only 1-2 minutes on a single GPU, making it much faster than previous state-of-the-art methods.
While the quality of the samples produced by Point-E may be lower than those produced by other methods, the speed of generation makes it a practical option for certain use cases.
If you're interested in learning more about this new model and how it was developed, I highly recommend giving the full paper a read. But if you're more into reading the gist of it, I added a link to an overview blog I published about.
The blog: https://dagshub.com/blog/overview-of-point-e/
The paper: https://arxiv.org/abs/2212.08751
I'm sure I have yet to reach all the insights while writing the blog, and I'd love to get your thoughts about the model and how OpenAI developed it.
/r/MachineLearning
https://redd.it/zrfy75
Got my first Data Science job!!!
I just graduated with a masters in Data Science last Friday and I got my first job in my degree field. I had applied for the position on December 1st, after 2 interviews I got the call this afternoon. My best advice is don’t get hung up on the job title, look at the description. Mine was listed as a programmer but it is working with SQL, Python and Tableau. I wouldn’t have found it based on the title.
/r/datascience
https://redd.it/zr3xli
I am so happy with this purchase.
/r/mathpics
https://redd.it/zrnmih
[OC] Sometimes 1 > 10
/r/dataisbeautiful
https://redd.it/zrfclr
15 ways to define/divide The Americas
/r/MapPorn
https://redd.it/zr38aq
2022 in Search Trends [OC]
/r/dataisbeautiful
https://redd.it/zqzqfw
A 16th century map of Nicosia, Cyprus and the city from above today
/r/MapPorn
https://redd.it/zqfcxg
Change in percentage of white population in US (1960-2020)
/r/MapPorn
https://redd.it/zqd92o
"Water" in European languages
/r/MapPorn
https://redd.it/zpt52q
[OC] How Many Cryptocurrencies have Failed? More than 3,000 cryptocurrencies that were listed on CoinGecko in 2021, have failed (categorised as a dead coin).
/r/dataisbeautiful
https://redd.it/zqbf2g
US Bank Failures since October 2000 [OC]
/r/dataisbeautiful
https://redd.it/zq0akv
I created a website that allows users to view the visa requirements for over 198 countries [OC]
/r/dataisbeautiful
https://redd.it/zq2lb1
The change in World Cup champion odds from the group stage to the final [OC]
/r/visualization
https://redd.it/zp46j4
[OC] Musk Dethroned
/r/dataisbeautiful
https://redd.it/zpoo3v
Tucker Carlson with some ugly data
/r/dataisugly
https://redd.it/zrp300
Petition to bring back images in posts.
Look at all time top rated posts. We like images, and some of them are actually really good. Statistics need visualization.
You can also vote in this survey
/r/SampleSize
https://redd.it/zrbz8f
[OC] Popularity of Social Media in US
/r/dataisbeautiful
https://redd.it/zqscip
[OC] Top googled games in Europe, December 2022
/r/dataisbeautiful
https://redd.it/zqpdgy
Some Images from a Treatise on the *Standing Accretion Shock Instability* Department of the Art of Core-Collapse Supernova Simulation
/r/mathpics
https://redd.it/zqw2vc
Cat Age Chart (in Human Years)
/r/Infographics
https://redd.it/zr9zcb
A map of where traffic accidents occurred between 2016 and 2019, in 48 States
/r/MapPorn
https://redd.it/zr8xcy
Is Pushshift's API still up and running for Reddit content?
I'm trying to get all comments from a specific sub using the psaw Python module and I keep getting 404 errors...
/r/datasets
https://redd.it/znq68t
[OC] How I spent my salary in 2021- 2022
/r/dataisbeautiful
https://redd.it/zqb1gc
3000 billionaires out of 8 billion people in the world own over 10% of all the world's GDP
/r/Infographics
https://redd.it/zpxbox
Map of Europe split by what hand they traditionally wear their weddings rings on.
/r/MapPorn
https://redd.it/zq27i6
self-promotion Github Archives Available on Snowflake
Hi everyone - we recently made the fantastic gharchives.org dataset available on Snowflake:
https://app.snowflake.com/marketplace/listing/GZTSZAS2KD1/cybersyn-inc-github-archive-events
The https://www.gharchive.org/ project pulls data from Github's API and centralizes it as downloadable JSON files. We (Cybersyn) has flattened these JSON files and upload them daily to Snowflake, for easy querying. The dataset has been previously made available on Google BigQuery and Clickhouse.
The Clickhouse team made an excellent post on what you can do with this dataset: https://ghe.clickhouse.tech/ and that is now available in 1 click to anyone who happens to be on Snowflake.
/r/datasets
https://redd.it/zpj1hg
D Will there be a replacement for Machine Learning Twitter?
It seems like a lot of prominent ML researchers are pretty active on Twitter, and that it's a decent place to hear about new research and promote your own stuff. But, the inmates appear to have taken over the asylum over there. Will there be, for example, an ML Mastodon instance?
/r/MachineLearning
https://redd.it/zpbsat
[OC] A year tracking my wellbeing
/r/dataisbeautiful
https://redd.it/zpt9uz
Ethnic Composition of the Americas
/r/MapPorn
https://redd.it/zpt3oh