Late To The Party 🎉

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⚡ Always pay for batteries or they're free of charge

we’re going back to the roots with a fairly minimal issue today! Let’s see some machine learning links!

The Latest Fashion

  • You can use deep learning to fix MRI scans of using patients!
  • This is a great guide to Midjourney!
  • Huggingface published a minimal ML framework in Rust

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#144
September 23, 2023
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🐌 When you write a slow Rust program, it's EsCargo

Happy weekend! I took a lovely bike tour yesterday to soak up the last sun rays. Let’s enjoy some machine learning this morning!

The Latest Fashion

  • Have you tried the Potato Prompt yet?
  • Scammers have now taken to fake AI-generated Travel Guidebooks
  • AI models are transforming weather forecasting!

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#143
September 16, 2023
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🌦 Coming up with weather puns is a breeze

the last days of summer are here. I hope you’re reading this at a pool! Let’s enjoy some machine learning as a treat!

The Latest Fashion

  • Machine learning models are transforming weather forecasting
  • Ever wanted to integrate AI into your pandas dataframe?
  • They built a GPT Research Agent, and I have to say I’m pretty intrigued!

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#142
September 9, 2023
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🌳 Trees hate when the calendar turns a leaf to Sep-timber

The last month just flew by. Let’s gather, resettle, and start September with some awesome machine learning!

The Latest Fashion

  • WeatherBench 2 is out! And for ML benchmarks, it’s very pretty to click around in!
  • The AI grifters have done it. Dangerous AI-generated mushroom foraging books pop up on Amazon.
  • Here’s an anti-hype LLM reading list

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#141
September 2, 2023
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🔝 It's weird Python was invented in the Netherlands, since it's above C-level

Where’d that week go already? Time flies when you’re having fun. Let’s look at some machine learning and a surprise appearance of Python!

The Latest Fashion

  • Meta just published code-Llama
  • You can now run Python in Excel natively
  • How do you explain gradient boosting?

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#140
August 26, 2023
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🔼 I’m not getting older, I’m just leveling up.

back on our usual shenanigans! This week we have lots of great content, new Python conferences and, of course, our beloved machine learning. Let’s dive in!

The Latest Fashion

  • Why this data scientist found happiness in switching to data engineering
  • ML-aided algorithm discovers potentially hazardous asteroid
  • The Real Danger of ChatGPT by Nerdwriter1

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#139
August 19, 2023
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🚗 Why are Volkswagen EVs not called Volts-wagen?

I’ve been playing with Notion and productivity all day. But let’s look at machine learning for a change!

The Latest Fashion

  • NASA and IBM open-sourced a foundation model for satellite data
  • NYU launches an AI ethics initiative in journalism
  • François Fleuret published his deep learning pocketbook

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#138
August 13, 2023
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🤘 I don't always listen to metal, but when I do my neighbours do too!

Time flies when you're having fun. Fly to the bottom of this issue to find 5(!) ML positions at ECMWF! Until then, let's enjoy some machine learning!

The Latest Fashion

  • A personal assistant and chatbot that works locally with your (e.g. Obisidan) notes?!
  • Jupyter now has an %ai magic for generative AI
  • Prompt-tools runs your prompt against different LLMs for you to pick and choose

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#137
August 5, 2023
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🛸 Does Kirk order coffee asking: Bean me up, Scotty?

Another week passed already?! Time flies when you’re having fun… and machine learning!

By the way, there's now 1,100 of you! Welcome everyone!

The Latest Fashion

  • OpenAI finally scuttles their AI text detector for low accuracy
  • This blog article poses that transformers are bad at math because attention is off-by-one
  • On that note, I had these formal algorithms for transformers in my collection for a while
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#136
July 29, 2023
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🎉 You make my life so fun-fetti

it’s my birthday! Let’s enjoy some cake… err… machine learning!

The Latest Fashion

  • Huggingface Transformers can already serve Meta’s LLama 2!
  • Thousands of authors sign a letter urging AI makers to stop stealing books.
  • Interesting ways to think about the consciousness of (digital) minds.

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#135
July 22, 2023
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🥔 Potatoes sprout a smile on my face

I’m on a train halfway through Germany. It truly has been an eventful week! Let’s talk about some machine learning!

The Latest Fashion

  • Keras is getting a Pytorch and Jax backend!
  • The internet is going wild over Gzip beating transformers in text classification!
  • Wikipedia uses a bunch of Xgboost models to detect vandalism!

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#134
July 16, 2023
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🧵 Don’t let the Thread-bugs bite

I wasn’t doing super well this week, but somehow things keep happening. I have some really fun machine learning (and other content) today. So let’s dive in!

The Latest Fashion

  • The Introduction to Statistical Learning now comes in Python!!
  • I love this collection of papers and tech blogs in data and ML
  • Google announced the first Machine Unlearning challenge

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#133
July 8, 2023
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🦙 Pride is a great time to be an Ally-paca

it’s the weekend! Let’s celebrate with some machine learning!

The Latest Fashion

  • A catalog of transformer models and how they work
  • 13 Freelance developer portfolios to inspire you
  • In defense of prompt engineering by Simon Willison

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#132
July 1, 2023
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🌈 Gossipping in June, is spilling the LGBTea

It’s scorching out, so let’s get ready for a summer edition and enjoy some machine learning together!

The Latest Fashion

  • The Rise of machine learning in weather forecasting
  • Turns out OpenAI lobbied the EU to water down AI regulation
  • Check out this great explainer for BatchNorm

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#131
June 24, 2023
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🤗 How inclusive is generative AI on chatLGBT?

I’ve had a lovely week at work. So in celebration of some awesome machine learning, let’s look at some more machine learning together!

The Latest Fashion

  • This is an amazing deep dive into embeddings!
  • Pomsky is a way to finally write regular expressions without regex.
  • Did you see Hugging Chat already?

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#130
June 17, 2023
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🦁 The Pride parade changed when the zoo joined

This newsletter has its very first paying member! Thank you so much for the support and keeping the lights on! 🎉

This has been mostly a self-care week for me. I hope you are doing alright! Let’s brighten that mood with some awesome machine learning!

The Latest Fashion

  • Google created 9 (nine!) courses on generative AI
  • How to write a data annotation and labelling guide
  • Learn about Flash Attention in a digestible Youtube video
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#129
June 10, 2023
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🏳‍🌈 Pride is perfect to train your LGBTQ-AI

Happy Pride Month! 🏳‍🌈 Hope you have some fun things planned. Until then, let’s enjoy some machine learning!

The Latest Fashion

  • This free book about teaching you math is going viral right now!
  • Large Language models on CPU? Yes, please!
  • This prompt engineering guide is legendary.

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#128
June 3, 2023
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🦈 Are the rubber bumpers on yachts just shark absorbers?

it’s time I listen to you! I have some questions for you about the future of this newsletter! What is of value and what isn’t? But first some machine learning!

The Latest Fashion

  • This SigGraph paper where you can drag your GAN in a neat UI is incredible
  • Karpathy talked about how chatGPT was trained at MS Build
  • Build scalable React-based WebApps in Python with solara

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#127
May 28, 2023
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🥵 Tropic like it's hot!

coming in hot from the last leg of vacation in Florida! But there’s a lot of new faces in here, so let’s get a cheeky little vacation edition in before we’re back on full throttle next week! On to some machine learning!

The Latest Fashion

  • Databricks put in the work to make an open-source, commercially viable LLM: Dolly
  • Check out this explainer about Equality of Odds, a super interesting fairness concept in ML
  • Can you use chatGPT to “self-heal” your Python code?

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#126
May 20, 2023
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🥤 Your dream of a soda pool is just a Fanta sea

aah, I’m back home, but already getting ready for more shenanigans! Let’s enjoy some machine learning.

The Latest Fashion

  • Google is merging their AI divisions Brain and Deepmind into Deepmind
  • The computer vision tutorials in Jupyter seem very high quality
  • The Electronic Frontier Foundation has released a statement about AI copyright

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#125
May 6, 2023
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🐇 One of the cutest animals is the Punny Rabbit

happy Saturday, everyone! I’m preparing for some travel, but before lift-off, let’s look at more machine learning!

The Latest Fashion

  • Check out this course on CI/CD for machine learning by Weights & Biases!
  • Reddit mods are bracing for the great chatGPT spampocalypse.
  • EditAnything is an online demo from segmentation to style transfer to anything

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#124
April 29, 2023
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🍝 The poor Italian chef was unfortunately Penne-less

Apologies for the miss, I’ll explain below. Let’s talk about machine learning first!

The Latest Fashion

  • Visual labeling of data right in your Jupyter notebook
  • This Python linter written in Rust is incredibly fast
  • They warned Google about sentient AI hype… last year already! History repeats itself

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#123
April 22, 2023
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🐰 I’m so egg-cited, and I just can’t hide it

I am deeply enjoying the long Easter weekend here, but I won’t deprive you of your weekly machine learning dose!

The Latest Fashion

  • I loved this annotated version of the transformer paper for deeper understanding!
  • F-strings are great, but I can never remember the number formatting. Here’s a cheat sheet!
  • The Learning interpretability tool is a nifty often source platform for ML explainability

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#122
April 9, 2023
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💦 Towels have a dry sense of humor

Can you believe that March is over already? What a crazy Q1 already with chatGPT and the whole GraphCast craziness. Sure keeps life interesting. Let’s look at some fun things I found this week!

The Latest Fashion

  • Enrich your NLP datasets with extras like link extraction or sentence complexity
  • This library helps you refurbish your Python code to best practices with explanations
  • You can make 3blue1brown-style videos for machine learning now!

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#121
April 1, 2023
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🐱‍👤 I took things literally, until I got arrested for theft

What a week! I have been publishing a video a day, so let’s dive into some machine learning for more inspiration!

The Latest Fashion

  • An Introduction to Data-Centric AI by MIT on Youtube
  • MatPlotX, Matplotlib but make it ✨stylish✨
  • A fantastic list of Awesome Diffusion Models

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#120
March 25, 2023
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🍧 Newspaper reporter looking for scoop at ice cream shop

We’re having a proper “news” issue this week! Let’s look at the machine learning news!

The Latest Fashion

  • People are trying out GPT-4, and it’s pretty fun to play around with!
  • This tool helps you benchmark your Pytorch DataLoaders.
  • Pytorch 2.0 is the fastest Pytorch yet, and even more Pythonic (whatever that means)!

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#119
March 18, 2023
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🐝 An indecisive bee should be a “Maybe”

it's been a week! I have been polishing my new projects to give them their best, but first, some machine learning!

The Latest Fashion

  • This ML training handbook by Google is quite handy, albeit not the newest.
  • Tips for structuring your research group's Python packages
  • Finally, a proper stable diffusion fork for Macs!

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#118
March 12, 2023
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⭕ I just learned set theory and I can’t contain myself

I was a bit under the weather this week, but next week we’re finally releasing my MOOC segment on deep learning! Let’s dive into some other machine learning first!

The Latest Fashion

  • This paper predicts images we are thinking of from brain scans! Fascinating but terrifying.
  • Hackathon winner creates a dark ship detector with stable diffusion and GANs to detect illegal over-fishing
  • These animations for neural network education are amazing!

***Thanks to David for sending in the brain scan paper!***

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#117
March 4, 2023
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🦉 Birds of night are a hoot. They give it owl they've got!

How are you doing today? We’ve got some fresh, hot machine learning right from the source today!

The Latest Fashion

  • CNet ran a bunch of AI-generated articles and found errors in more than 50% in hindsight
  • Pyvista looks really nice for 3D visualization in Python
  • You can write GPT from scratch in 60 lines

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#116
February 25, 2023
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🦙 Let's go to the petting zoo! Alpaca picnic bag.

what a week! I’ve been working really hard to finish up my content for the ECMWF MOOC and wrote a massive piece on “quick wins” to make machine learning models in science. Let’s look at some other machine learning first, though!

The Latest Fashion

  • You too can train Transformers at scale like Microsoft trained Bing
  • How to achieve success in an ML PhD? Just know stuff (maybe)
  • Arxiv teamed up with Hugging Face to bring implementation right to you on Arxiv

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#115
February 18, 2023
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🐮 Is a milk dud just an udder failure?

What a week of announcements. Announcements and failures! Often a theme emerges when I collect my favourite links, and this issue sure is filled with learnings and failures. Let’s dive right in!

The Latest Fashion

  • Google lost $100 billion in stock value over factual mistakes in a half-baked chatGPT competitor announcement
  • In a terrifying display, developers built a police sketch app on top of DALL-E 2, enforcing unethical biases
  • “A Categorical Archive of ChatGPT Failures” documents problems even from the best model we currently have

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#114
February 10, 2023
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🚗 Don't let seismologists drive. They're often at fault

the trial month of 2023 is over. How did it go? I’m neither entirely disappointed nor jumping with joy. But let’s jump right into some machine learning instead!

The Latest Fashion

  • There’s a new Coursera by Deepmind on the mathematics of machine learning
  • Looks like the self-driving Tesla video was fudged at request of Elon Musk, reported by Bloomberg
  • Huggingface debuted their own machine learning competition platform with “AI or Not”

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#113
February 3, 2023
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👓 Wearing glasses doing math improves division

what a week, it looks like tech is further imploding. Let’s look at some machine learning instead!

The Latest Fashion

  • Stability AI is being sued by artists over Stable Diffusion publicly.
  • This book about Understanding Deep Learning goes deep.
  • This “course” about learning prompt engineering was really insightful.

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#112
January 28, 2023
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⛰ Waiting for winter holidays is often a cry for Alp

it's been a week... I am still struggling with burnout, but that won't keep us from an awesome issue packed with machine learning goodies. Let's dive right in!

The Latest Fashion

  • Quincy Larson, the person behind freecodecamp wrote a book about learning to code and getting a job as a dev. And it’s free!
  • If you’re into Python, you know the GIL is the bane of many performance enthusiasts. This PEP suggests making it optional and asks for comments.
  • This list has chatGPT prompts and uses I haven’t seen before, which is pretty neat!

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#111
January 22, 2023
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🕰 In the Quick of Time

some really nice links for you today. From reviews to embeddings to “is it AI or is it art?!”. Let’s dive right in!

The Latest Fashion

  • I’m a sucker for annual review posts, so this collection of reviews in AI was a lovely find
  • Enrich knowledge of data embeddings with fancy embedded background data by Gael and folks!
  • The NeurIPS talks are online and freely available now

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#110
January 14, 2023
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🍾 The champagne got a degree in fizz-ics

the first week of 2023 is finding its end. I got a late Christmas present and we're now over 1000 subscribers in this little newsletter! Welcome everyone! Let's look at some machine learning.

The Latest Fashion

  • NeRF Studio is an easy way to play around with neural radiance fields
  • Putting machine learning into production seems never easy, this interview study gives a nice overview of making it suck a little less.
  • Want inspiration for AI art? Lexica is a searchable gallery of generated images! (Possibly NSFW)

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#109
January 6, 2023
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🎉 New Year’s parties are great but the biggest con is fetti

I had a problem with my email distributor last week. Please check your spam folder. It looks like only 10% of you actually got the last email! But with this email, we should be back on track! I hope you had a lovely holiday season! 2023 is almost here, so let’s hit the ground running with some fascinating machine learning!

The Latest Fashion

  • Everyone is publishing their 2022 reviews, and I quite enjoyed this thread on ML papers in 2022

  • Learn about transformers from Stanford in CS25 for free

  • There’s an entire Crash Course on data literacy for free as well, which is fantastic!

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#108
December 31, 2022
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🎁 The Ghost of Christmas Presents is my favorite Christmas ghost

it’s been a while! I have burnt out, but let’s look at some machine learning, before I talk about that!

The Latest Fashion

  • This book is fascinating: Parables of AI in/from the majority world

  • I have been reading about git etiquette a bit, so this article about The Perfect Commit struck a chord.

  • Deep neural nets are notorious for being overly confident. Fortuna tries to introduce some proper uncertainty quantification.

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#107
December 23, 2022
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❄ And snow on and snow forth...

the year is almost over, and SO MUCH is happening. Check out the workshop and my giveaway! But before that, some machine learning!

The Latest Fashion

  • Do you look at Pytorch tensors to figure out what’s wrong? Try lovely-tensors to get an intuitive overview instead!
  • I have been reading more about git recently. This Idiot proof git workflow was quite interesting to follow!
  • I found this intersectional AI toolkit quite fascinating! A good resource to keep around and make AI more equitable.

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#106
December 2, 2022
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🧙‍♂️ The Mexican Magician's trick went "Uno, Dos, ..." then disappeared without a Trace

lots of awesome things are happening here, I have a workshop coming up with some awesome speakers and much more! But let’s start with some machine learning!

The Latest Fashion

  • Parsing PDFs is a holy grail in business ML, Parsr tries to approach this problem quite successfully.
  • AI is this moving goalpost, but how about a roadmap instead outlining steps towards general artificial intelligence?
  • This library of learned optimisers for neural networks seems quite interesting.

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#105
November 26, 2022
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🎨 We put the Art in Artificial Intelligence!

what an eventful week. Twitter seems to be dying slowly, and winter has eventually arrived. Let’s warm our hearts with some machine learning!

The Latest Fashion

  • Facebook created a “scientific AI” called Galactica, and it was terrible and pulled after only 3 days.
  • Quantus is an explainable AI kit that uses different XAI techniques.
  • Notion has developed a writing AI, and you can sign up for the Beta Waitlist now!

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#104
November 19, 2022
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🍾 Spirits and literature? Tequila mockingbird.

it’s a lovely day and the weekend is near. Let’s enjoy some machine learning together!

The Latest Fashion

  • Stable Diffusion has made quite the stride in just a few months. This Twitter thread gives a nice overview.
  • Alternatives to Github Copilot are rare, for now. Huggingface is inviting AI researchers to contribute to BigCode.
  • Difftastic is a diff program that understands syntax!

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#103
November 11, 2022
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🌈 Meteorologists weighed rainbows and found out they're pretty light

I’m unfortunately still not doing well, so we’ll have a shorter issue today. So let’s enjoy some machine learning!

The Latest Fashion

  • The next level in using Stable Diffusion is installing a WebGUI instead of using Huggingface spaces and this InvokeAI fork is pretty comprehensive and open source!
  • Writing tests for machine learning can feel daunting. This article makes writing robust tests for data and ML more accessible!
  • This AI4Code Kaggle challenge is very nice to read through (and there’s 7 days left).

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#102
November 4, 2022
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🚸 We may be kind but German children are Kinder

your eyes do not deceive you; this is a new issue on an actual Friday! I’m sick at home, so let’s cheer up with some machine learning!

The Latest Fashion

  • This website explains any part of any paper that you highlight and allows follow-up questions.
  • The Follower connects open camera data with AI to find live footage of influencers in the wild. Yes, it’s as creepy as it feels.
  • I’m low-key obsessed with Stable Diffusion; here is a collection of open prompts.

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#101
October 28, 2022
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🌞 Do meteorologists drink at the isobar?

this week had more deadlines than days and I’m severely jetlagged. However, this is the 100th issue of this newsletter! How could I not share more awesome things?! Let’s dive into some machine learning!

The Latest Fashion

  • I love a good “Awesome List” and this one is on Diffusion Models!
  • Scikit-learn and huggingface join forces to serve classical ML models
  • Registrations opened for a new MOOC for machine learning in weather & climate prediction

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#100
October 23, 2022
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🍵 The tea hardest to swallow is reali-tea

if you go back and analyse how many newsletters were late and which ones mention that I’m stressed, I think there’s some overlap. But regardless, there has been some amazing machine learning going one, so let’s check those out for a break!

Also welcome to all those 100s new subscribers! We're over 850 now!

The Latest Fashion

  • The State of AI report for 2022 just dropped.
  • Selecting features in data science is important. LOFO-importance for feature selection automates this selection by leaving a feature out and retraining.
  • Kaggle published their data from the 2022 ML and data science survey.
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#99
October 16, 2022
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❄I tried looking up ice cream puns on the internet, but my browser froze

I’m back in the office playing catch-up. The last quarter of the year has started, and I feel behind on everything. I know I tend to do too much, but is it finally catching up to me? Anyways, let’s catch up on some awesome machine learning!

The Latest Fashion

  • Can AI discover new scientific insight? Well, Deepmind just published a paper discovering new efficient ways to multiply matrixes that are larger than 2x2!
  • I love the illustrated guide to transformers. Here’s the new illustrated guide to stable diffusion.
  • You’ve just learned about stable diffusion? How about using it to generate whole videos. Incredible.

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#98
October 9, 2022
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🧐 Monopoly startups are doomed – There's no real money in it

it’s been a while! My vacation made me forget the time, as it should, so I completely missed last week. Apologies! But I’m back at my desk now. Full of energy. Ready to take on the world of machine learning! So let’s dive in.

The Latest Fashion

  • You know the advice to not “copy and paste commands” because it’s unsafe and you still always do? Shellfirm tries to secure your shell for risky command patterns like deleting everything with rm -rf *
  • This article uses language as a means to explain machine learning generalization with neat illustrations!
  • Gaussian Processes sometimes seem to be on the fringes of modern machine learning, but they’re incredibly useful.

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#97
October 2, 2022
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🤿 Scuba diving is a descent hobby

I’m still on vacation in Mozambique. Went for my first dives and it’s a blast. But that won’t keep us from some awesome machine learning! Masks on, regulators in, let’s dive into it!

The Latest Fashion

  • Quantus is an explainable AI library that looks very promising with different metrics across different factors of XAI
  • The Scipy 2022 Machine Learning & Data Science talks are on Youtube!
  • Ever wanted to learn CUDA? You could try these GPU puzzles to get started.

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#96
September 17, 2022
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🌍 A-frican love wordplays!

I just emerged on a beautiful beach in Mozambique after 3 days of travelling, apologies for the delay! The next few newsletter issues will be reduced to still share awesome things with you, while honoring that I am on vacation. But I genuinely enjoy writing these issues too much to skip them completely, so let’s dive into some machine learning!

The Latest Fashion

  • How about a $250,000 USD cash grant for your AI-native product idea to kick things off? The AI grant is by some awesome people for awesome people so check it out!
  • This Hacker News thread on the proper way to get into ML in 2022 was fun to browse
  • How about giving your torch tensor dimensions names instead of guessing the index?

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#95
September 11, 2022
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