Share this page!

Martin Henze (Heads or Tails) Profile picture
Twitter logo
10 Aug, 5 tweets, 3 min read
Kaggle Notebooks: Hidden Gems - Vol. 66

A weekly series aspiring to showcase underrated Kaggle Notebooks along with the diversity and creativity of our community.

Check it out on @Kaggle:
kaggle.com/general/263944

#KaggleHiddenGems
"Analyzing Editors Descriptions | Hidden Gems" by Thomas Konstantin:

Time to get meta: This work explores the Hidden Gems series, specifically the text and sentiment of my reviews, with great ideas, narration, and structure. And now it contains itself.

kaggle.com/thomaskonstant…
"Evolution of social complexity: A data analysis" by Muskan Jain:

This Notebook studies the changes in social complexity over time. It applies external diagrams to great effect, and features detailed interpretations of its findings.

kaggle.com/muskan2006/evo…
"Tweet Sentiment Extraction Pytorch" by Aditi Dutta:

A well-described intro to sentiment classification with RoBERTa and huggingface transformers. Note the detailed explanations on model architecture and preprocessing.

kaggle.com/aditidutta/twe…
New feature: explore the dataset collection of all Hidden Gems:
kaggle.com/headsortails/n…

Complete with Starter Notebook:
kaggle.com/headsortails/h…

• • •

Missing some Tweet in this thread? You can try to force a refresh
　

Keep Current with Martin Henze (Heads or Tails)

Martin Henze (Heads or Tails) Profile picture

Stay in touch and get notified when new unrolls are available from this author!

Read all threads

This Thread may be Removed Anytime!

PDF

Twitter may remove this content at anytime! Save it as PDF for later use!

Try unrolling a thread yourself!

how to unroll video
  1. Follow @ThreadReaderApp to mention us!

  2. From a Twitter thread mention us with a keyword "unroll"
@threadreaderapp unroll

Practice here first or read more on our help page!

More from @heads0rtai1s

Martin Henze (Heads or Tails) Profile picture
11 May
Kaggle Notebooks: Hidden Gems - Vol. 53

A weekly series aspiring to showcase underrated Kaggle Notebooks along with the diversity and creativity of our community.

Check it out on @Kaggle:
kaggle.com/general/238315

#KaggleHiddenGems
"COVID-19 World Vaccination Progress" by Ivanna Chovhan:

A well organised Notebook which demonstrates how readability is drastically improved through section headers, compact code, and nuggets of interpretation and narration that accompany visuals.

kaggle.com/ivanna131/covi…
"Forecast with N-BEATS || Interpretable model" by Gaétan Dubuc:

This work presents a detailed introduction on a neural network time series forecasting method, complete with applied examples. Note the clean structure and helpful visuals.

kaggle.com/gatandubuc/for…
Read 5 tweets
Martin Henze (Heads or Tails) Profile picture
31 Mar
Alright; first 3 months of 2021 are up. Time for some honest reflection & accountability on how this list is going, so far:
I'm well on track for my 500 @Kaggle hours. Got a bit carried away in March, with a few free weekends. Some of this work isn't public yet, but will be soon.
Competition wise, things are going less well. I've joined a few comps late, but my results aren't anything to write home (or write tweets) about, so far. No teaming up yet, either.

I've learnt a few new tricks, though; especially for imaging data. Hoping to build on those.
Read 9 tweets
Martin Henze (Heads or Tails) Profile picture
30 Mar
Kaggle Notebooks: Hidden Gems - Vol. 47

A weekly series aspiring to showcase underrated Kaggle Notebooks along with the diversity and creativity of our community.

Check it out on @Kaggle:
kaggle.com/general/229534

#KaggleHiddenGems
"RANZCR 1st Place Soluiton Cls Model (small ver.)" by Qishen Ha:

Another underrated 1st place competition notebook: this well-structured work demonstrates a part of the 2-stage segmentation + classification approach that won the recent imaging challenge.

kaggle.com/haqishen/ranzc…
"Getting Started with Biopython" by @myles_oneill:

A narrated introduction to using the Biopython library on a genome dataset. Note the way in which the code is enriched with detailed explanations and interpretations.

kaggle.com/mylesoneill/ge…
Read 4 tweets
Martin Henze (Heads or Tails) Profile picture
19 Jan
Kaggle Notebooks: Hidden Gems - Vol. 37

A weekly series aspiring to showcase underrated Kaggle Notebooks along with the diversity and creativity of our community.

Check it out on @Kaggle:
kaggle.com/general/212642

#KaggleHiddenGems
"Is R a dying language?" by Katie:

Featuring great narration and well-crafted visuals, this excellent #rstats notebook based on the 2020 Kaggle Survey analyses its captivating title question from different angles.

kaggle.com/katiej277/is-r…
"A Very Extensive Porto Exploratory Analysis" by @CaptCalculator:

A compact visual EDA and baseline model that deals with the challenges of anonymised features & imbalanced targets. Clear organisation helps the reader to navigate the feature set.

kaggle.com/captcalculator…
Read 4 tweets
Martin Henze (Heads or Tails) Profile picture
8 Dec 20
Kaggle Notebooks: Hidden Gems - Vol. 31

A weekly series aspiring to showcase underrated Kaggle Notebooks along with the diversity and creativity of our community.

Check it out on @Kaggle:
kaggle.com/general/202145

#KaggleHiddenGems
"Adversarial Rainforest" by @tunguz:

A compact work providing adversarial validation of the rainforest competition data together with interpretable Shapely values via GPU-powered #XGBoost in the @RAPIDSai framework.

kaggle.com/tunguz/adversa…
"EDA Google SunRoof w/ Beautiful Choropleths & Maps" by Bukun:

This exploratory analysis presents a variety of visualisations, including maps, to describe and characterise a #geospatial solar panel dataset.

kaggle.com/ambarish/eda-g…
Read 4 tweets

Did Thread Reader help you today?

Support us! We are indie developers!

This site is made by just two indie developers on a laptop doing marketing, support and development! Read more about the story.

Become a Premium Member ($3/month or $30/year) and get exclusive features!

Become Premium

Too expensive? Make a small donation by buying us coffee ($5) or help with server cost ($10)

Donate via Paypal Become our Patreon

Thank you for your support!

Follow Us on Twitter!

Like this author's thread?

Get emails when @heads0rtai1s has new unrolls!

Check out other threads from @heads0rtai1s!

Read all threads by @heads0rtai1s

:(