Speed up your pandas workflows by changing a single line of code ⚡
Joined December 2021
- Tweets 112
- Following 10
- Followers 452
- Likes 66
15 Photos and videos
6 Jun 2024
Join us this afternoon to learn how you can build an open-source AI stack with Modin, @streamlit, #Arctic to power your LLM App! 🧑💻💡
🗓️ Thursday, June 6 ⏰ 2:30 PM - 2:50 PM PDT
📍 Builders Hub Theater (Basecamp, South)
#SnowflakeSummit #OpenSource #AI #LLM
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6 Jun 2024
You can also find us at our Builder's Zone booth throughout the day to chat about Modin and all things Open Source! 🛠️🔍
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3 Jun 2024
Attending #SnowflakeSummit? ❄️ Visit our booth at Builder's Hub to explore Modin, speak with Modin OSS contributors, and check out cool demos! 👋 See you there!
#python #datascience #machinelearning
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Modin Project retweeted
16 May 2024
📣 This year's @SnowflakeDB #DataCloudSummit features #DevDay on June 6, open to all developers. Get ready for an exciting line of speakers from Andrew Ng (Founder @DeepLearningAI), Lukas Biewald (CEO/Co-founder @weights_biases ), and more!
I'll be giving a Dev Day luminary talk on how you can build an entirely open source #AI stack, including @streamlit, @modin_project, and Arctic!
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Modin Project retweeted
22 Apr 2024
Learn how #oneAPI tools including the Intel Distribution of @modin_project, and @XGBoostProject optimizations from Intel are used to process data on freshwater supplies to determine whether or not the water is safe to drink: intel.ly/3QwcYWz
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19 Apr 2024
Lots of great stuff in the most recent Modin release (0.29.0), including two functions to make it easier to work w/ @dask_dev dataframes: to_dask, and from_dask.
Check out the to_dask / from_dask code: github.com/modin-project/mod…
And the release notes: github.com/modin-project/mod…
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2 Apr 2024
💥Performance Improvement for .merge in Modin!💥
The result? H2O benchmark (500 MB) total execution dropped by 70% (28.64s -> 8.78s)
What changed?
Before: Gather the right df into one partition
After: Repartition so we can broadcast only row partitions of the right df
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27 Mar 2024
Dmitry Chigarev at @IntelDevTools wrote a post about Modin: dchigarev.github.io/modin_pe…
He takes a 4-minute pandas workload & says:
"Modin could be a solution here, offering a drop-in replacement for Pandas and efficient parallel implementations of its API."
With Modin? 55 seconds
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Modin Project retweeted
3 Oct 2023
If you're backed into a dark alley, facing a pack of ravenous NaN dogs, you'll want a sidekick like pandas dropna.
Drop rows with n missing values using thresh=n.
Drop entirely empty rows with how='all'.
Learn more from @__mharrison__: ponder.io/professional-panda…
#pandas #Python
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Modin Project retweeted
22 Sep 2023
If you want to automatically parallelize your pandas code, you should check out open-source Modin: github.com/modin-project/mod…
@modin_project uses the pandas API, so all you need to do is change "import pandas as pd" to "import modin.pandas as pd"
#pandas #Python #opensource
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Modin Project retweeted
11 Sep 2023
.@IntelDevTools saw a workload speedup of 4X with @modin_project (the scalable drop-in replacement for pandas) compared to pandas!
Read more from Intel here: intel.com/content/www/us/en/…
#python #pandas #datascience
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Modin Project retweeted
8 Sep 2023
The Python Dataframe Interchange Protocol is a quiet hero 🦸♀️.
It makes it easy for libraries to accept many dataframes (Modin, Polars, Ibis, cuDF, Dask).
Read our encomium: ponder.io/how-the-python-dat…
Thanks to Marco Gorelli & @ralfgommers for your work!
#python #dataframes
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Modin Project retweeted
25 Aug 2023
Want to learn 🧠 about @PyTorch DataLoaders 🏗️ ?
In this article, we:
- Present some background on DataLoaders
- Discuss how @modin_project can now do batch data loading through the new ModinDataLoader
- Share benchmarks
Check it out: ponder.io/modin-now-supports…
#pytorch #python
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Modin Project retweeted
11 Aug 2023
Check out this new @_odsc blog post on scaling #pandas! hubs.la/Q01-QLhy0
Written by @ponderdata CEO @dorisjlee, it discuss the @modin_project Ponder revolution where you can speed up / scale your pandas workflows with almost no changes to your scripts / notebooks.
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Modin Project retweeted
10 Aug 2023
Exciting gathering in Switzerland this weekend: The #Python DataFrame Summit!
It's a chance for DF library maintainers (@jorisvdbossche @datapythonista Dea María Léon more, incl. @maheshvash for @modin_project) to discuss roadmaps, etc.
Thanks to @pandas_dev for organizing!
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7 Aug 2023
RT @ponderdata: Missed the pandas sessions at the last @pydata Global event? Catch up now!
@rdurrani22's @ahpondering's sessions on pand…
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Modin Project retweeted
7 Jul 2023
Modin's been downloaded 10 million times.
Along the way, it's been incorporated into major projects by Intel, AWS, and Ponder.
Learn more about Modin's growth story in this @intel post: hubs.ly/Q01X0SvS0
#pandas #python #datascience @IntelDevTools
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6 Jul 2023
MODIN HIT 10 MILLION DOWNLOADS! 🔥
pepy.tech/project/modin
That's lots of "import modin.pandas as pd," lots of large dataframes processed, lots of time saved -- time NOT spent laboriously parallelizing code.
Congratulations, and thanks, to all!
#python #pandas #datascience
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