Python library for data munging
Mountain View, CA
Joined March 2018
- Tweets35
- Following13
- Followers194
- Likes14
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Much scarier than the small number of evil people is the large number who will fall in line with whatever's fashionable. When kindness is in fashion, they're kind. When a form of bigotry becomes cool, they jump on board. When it's popular to condone violence, they're all for it.
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I never realized this consciously before now, but you have to be independent-minded to be good. Otherwise you'll be drawn into doing bad things out of conformism.
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There are multiple pandas alternatives, but @pydatatable caught our eye due to its efficiency and speed! 🤓
Read more : medium.com/towards-data-scie…
#BigData #Analytics #DataScience #AI #MachineLearning #Python #Coding #100DaysofCode #ML #Pandas
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Some people have asked why I am tweeting about “politics”. The reason is that I have vulnerable family members and they and others like them may not survive this epidemic in large part due to the Trump administration’s gross incompetence, cruelty, and/or criminality.
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I really appreciate some of the nice little aesthetic touches in #pydatatable. Still not as mature (or familiar) as #rdatatable, but I'm enjoying it so far. Thanks, @h2oai!
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An Overview of Python’s #Datatable package cc @pandeyparul @kdnuggets @pstetsenko @MattDowle kdnuggets.com/2019/08/overvi…
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Our own @pstetsenko & Oleksiy Kononenko presenting Data.Table #H2OWorld. Watch the live stream from Godel-Pauling Stage here: bit.ly/H2OSFLive
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This is a super cool resource: Papers With Code now includes 950+ ML tasks, 500+ evaluation tables (including SOTA results) and 8500+ papers with code. Probably the largest collection of NLP tasks I've seen including 140+ tasks and 100 datasets.
paperswithcode.com/sota
datatable 0.7 is released!
- multi-column sorting, grouping, and joining;
- performance enhancements;
- Jupyter Lab integration;
- bug fixes, and much more:
github.com/h2oai/datatable/r…
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If an eye doctor looked at a retinal photo, the chance of getting gender correct would be 50-50.
But deep learning training led to an AUC of 0.97
@pearsekeane pointed out how striking this is @JeffDean at a recent #AI @GoogleAI meeting; data:
nature.com/articles/s41551-0… @NatBME #OA
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Apparently, Slack doesn't have any plans to implement code highlighting for back ticks. Please retweet if you want code highlighting with ```js or ```php or ```py or anything else that GitHub supports. Let's show Slack how badly we need this.
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My talk last week on data.table for R and Python, and updated-daily benchmarks. #rdatatable @pydatatable youtu.be/Ddr8N9STSuI
Our own benchmarks show that the sentinel and bitmask methods go neck and neck with each other (except when the number of NAs is very low, in which case the bitmask method has an upper hand).
Check the results at
github.com/st-pasha/microben…
New post! "Is it time to stop using sentinel values for null (NA) values?". The great NaN vs. bit/byte-mask debate wesmckinney.com/blog/bitmaps…
@ApacheArrow #pydata #rstats
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Very excited that Facebook has just become a Principal Sponsor of the Python Software Foundation: python.org/psf/sponsorship/s…
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"You can get a good idea on the corner for $4 with your latte. What matters is how well you execute."
– Steve Jobs, yelling at us after the MobileMe debacle
I wish more people would talk about this. Last I checked, this quote got lost, so I'm telling you now, since I was there.
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Folks, the #rdatatable spirit is now available in Python too! It's in Alpha stage, so you are encouraged to report bugs and submit proposal! Special thanks to @MattDowle for his effort in developing intuitive and efficient libraries for #DataScience Link-> github.com/h2oai/datatable
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#rstats #rdatatable dev version now has a simple typo checker to check for potential misspellings in your i query.
Implementation is quite rudimentary for now -- all feedback is welcome/appreciated!
Give it a spin!
github.com/Rdatatable/data.t…