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Jesper Dr.amsch

@jesper.drams.ch

I share non-hype ML & AI with 8+ years XP 🌦 Machine Learning at ECMWF πŸ’Ύ Fellow at SSI You miss 99% of benchmarks you don't overfit on! πŸ³οΈβ€πŸŒˆ they

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01.09.2023
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Latest posts by Jesper Dr.amsch @jesper.drams.ch

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πŸ’» magic-wormhole: 22.3 k ⭐ Magic Wormhole transfers files between computers using short, human-pronounceable codes. Sender generates a code, receiver types it in (with tab-completion), done. Encrypted, single-use codes, supports files, directories, and text snippets. Written in Python, packaged in most operating systems. The best file transfer tool is the one where you do not have to configure anything.

πŸ’» magic-wormhole: 22.3 k ⭐

I needed to send a file to another machine without thinking about it.

09.03.2026 10:59 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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πŸ’» pre-commit: 15 k ⭐ pre-commit manages git hooks as a YAML config β€” linting, formatting, type checking, secret detection, whatever you need. Hooks run in isolated environments, update automatically, and work across any language. Every contributor gets the same checks, no manual setup required. If your team still relies on "remember to run the linter before you push," add a .pre-commit-config.yaml and stop relying on memory.

πŸ’» pre-commit: 15 k ⭐

Every codebase I've inherited had broken or missing git hooks. pre-commit fixed that across all of them with one config file.

28.02.2026 10:58 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Two years of weekly ML newsletters and still zero sponsorships. That's a feature, not a bug. If you want a newsletter where every recommendation is genuine, this is it.

Two years of weekly ML newsletters and still zero sponsorships. That's a feature, not a bug.

Late to the Party covers real-world ML, data science, and Python -- tools, papers, and repos I actually use. No affiliate links, no paid placements, just curation.

24.02.2026 10:58 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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I’m often concerned about how generative AI impacts gender equality βš–οΈπŸ‘©β€πŸ’Ό This article delves into the ways AI models like ChatGPT can reinforce gender biases and affect women's professional lives. A must-read for anyone interested in ethical AI and gender issues… or involved in hiring honestly. πŸŒπŸ“–

I’m often concerned about how generative AI impacts gender equality βš–οΈπŸ‘©β€πŸ’Ό

Especially so after this insightful read: "Patriarchal AI: How ChatGPT can harm a woman’s career" by Ruhi Khan.

22.02.2026 10:59 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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I always strive to improve my public speaking skills! 🎀🌟 This guide offers practical tips and strategies to captivate your audience and deliver memorable presentations. Perfect for anyone looking to ace their next conference talk! πŸ—£οΈβœ¨

I always strive to improve my public speaking skills! 🎀🌟

Check out "How to Make a Great Conference Talk" by Sebastian Witowski.

21.02.2026 10:58 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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I love being a largely self-taught programmer! πŸ›€οΈπŸ’» Mapping out my coding journey has never been easier than these "Developer Roadmaps". This resource offers detailed roadmaps for becoming a proficient developer, covering various programming paths. Ideal for anyone looking to level up their coding skills! πŸš€πŸ“š

I love being a largely self-taught programmer! πŸ›€οΈπŸ’»

But it can be a bit lonely and uncertain on what to learn next.

20.02.2026 10:58 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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I’m amazed by how tech tailors forecasts to where we live πŸŒπŸ“‘ This system zooms in on local regions while keeping a global perspective, offering hyper-accurate forecasts where it matters most.

I’m amazed by how tech tailors forecasts to where we live πŸŒπŸ“‘

Check out Met Norway’s Regional Data-Driven Weather Modeling with a Global Stretched-Grid!

19.02.2026 10:58 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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I look around on LinkedIn and people want AI to do all the hard work! πŸ˜…πŸ€– AI can assist with coding and automation, but the creativity, problem-solving, and collaboration of a skilled engineering team remain irreplaceable. But most importantly, software engineering is an apprenticeship, and we’re cannibalizing our future.

I look around on LinkedIn and people want AI to do all the hard work! πŸ˜…πŸ€–

Here’s a great read on Stack Overflow on why Generative AI can't replace human engineering teams by Charity Majors.

18.02.2026 10:58 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 1
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πŸ’» grafog: 132⭐ Try Grafog, the Graph Data Augmentation Library for PyTorch Geometric by rish-16. This library provides a simple and efficient way to apply data augmentation techniques to graph data, allowing you to improve the performance and generalization of your machine learning models.

πŸ’» grafog: 132⭐

Supercharge your graph data πŸ“ŠπŸ”

17.02.2026 16:59 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Stay updated on the latest machine learning, data science, and Python trends in geophysics? πŸŒπŸ§‘β€πŸ”¬ Don't miss out on the insights and sign up now. πŸŽ‰βœ¨

Stay updated on the latest machine learning, data science, and Python trends in geophysics? πŸŒπŸ§‘β€πŸ”¬

Join my newsletter and receive curated links to projects, data stories, job interview tips, personal updates, and more every Friday!

16.02.2026 16:58 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Coding with AI agents hast shown me that we're fine in the AI Apocalypse.

"I destroyed all of humanity (in these three examples and will pretend it's 100% and gaslight you that you misunderstood me)"

05.09.2025 14:26 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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I love a good brain teaser, especially when it sharpens my coding skills! πŸ§©πŸ€“ These puzzles blend fun challenges with practical deep learning concepts, making it easier to grasp complex topics while keeping you engaged. Perfect for both beginners and seasoned experts!

I love a good brain teaser, especially when it sharpens my coding skills! πŸ§©πŸ€“

Deep Learning Puzzles, crafted by the great minds at deep-ml offers a unique way to learn ML fundamentals.

21.07.2025 09:58 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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πŸ’» the-incredible-pytorch: 11.9 k ⭐ Check out "The Incredible Pytorch" by Ritchie Ng. This repository is a treasure trove of PyTorch tutorials and projects, perfect for deepening your knowledge and skills in PyTorch. πŸš€πŸ”§

πŸ’» the-incredible-pytorch: 11.9 k ⭐

I love finding curated resources for my Pytorch projects! πŸ“šβœ¨

20.07.2025 09:58 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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πŸ’» caption-upsampling: 153⭐ Check out "caption-upsampling" by @sayakpaul. This repository showcases the concept of "caption upsampling" from DALL-E 3 using Zephyr-7B, along with results gathered using SDXL. It's a fascinating project for anyone interested in advanced AI and image generation! πŸ“ˆπŸŽ¨

πŸ’» caption-upsampling: 153⭐

I love seeing interesting AI concepts in the gen AI mess! πŸ€–βœ¨

19.07.2025 09:58 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Huh! I'll need to keep that in mind!

Yeah all the hyperoptimised SEO Pages drown out the good stuff sometimes πŸ˜…

18.07.2025 14:17 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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I enjoy thought-provoking takes on AI! πŸ€”βœ¨ This article explores the limitations and repetitive nature of generative AI, offering a fresh perspective on its creative potential. A must-read for anyone curious about the future of AI! πŸ”πŸ“–

I enjoy thought-provoking takes on AI! πŸ€”βœ¨

Check out "Generative AI is Boring" by Jacob Browning.

18.07.2025 09:58 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

I find it really hard to find as well, tbh. Kind of a shame

17.07.2025 21:06 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Unleash your creativity and learn how to create stunning digital art in seconds with the latest AI technology! πŸŽ¨πŸ€– Enroll now and discover the future of art creation!

Unleash your creativity and learn how to create stunning digital art in seconds with the latest AI technology! πŸŽ¨πŸ€–

This Skillshare class teaches you how to use Stable Diffusion "AI" and prompt engineering to make engaging artwork without any prior knowledge of AI or coding.

17.07.2025 09:59 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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I'm all about AI transparency and accountability! πŸ”πŸ€– This site tracks the openness, transparency, and accountability of large language models and reinforcement learning from human feedback (RLHF). It's essential for anyone interested in ethical AI development and usage! πŸ“šβœ¨

I'm all about AI transparency and accountability! πŸ”πŸ€–

Visit "Opening up ChatGPT" by Andreas Liesenfeld, Alianda Lopez, and Mark Dingemanse.

16.07.2025 09:58 πŸ‘ 3 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

πŸ€œπŸ€›

15.07.2025 20:45 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Let’s go and dive into the world of data science and machine learning πŸŽ₯🍿 With informative and engaging content, you'll learn the latest techniques and applications in these exciting fields. From beginner to expert, there's something for everyone. So grab your popcorn and subscribe today!

Let’s go and dive into the world of data science and machine learning πŸŽ₯🍿

Look no further than my Youtube channel!

15.07.2025 09:59 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Ever wondered what convolution is all about? πŸ€”πŸ“ Discover how it is used to transform signals and images, and how it plays a crucial role in deep learning and computer vision.

Ever wondered what convolution is all about? πŸ€”πŸ“

Check out 3Blue1Brown's YouTube video to learn about this fundamental concept in math and signal processing.

14.07.2025 09:58 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Whenever I’m coding in Python, having a good cheatsheet handy is a lifesaver! πŸπŸ› οΈ It’s a goldmine of Python tips, tricks, and code snippets, whether you’re a beginner or a seasoned developer, this resource covers everything from basic lists and tuples to advanced concepts, making it an essential tool for any Pythonista!

Whenever I’m coding in Python, having a good cheatsheet handy is a lifesaver! πŸπŸ› οΈ

Check out this Comprehensive Python Cheatsheet by Jure Ε orn,

13.07.2025 09:58 πŸ‘ 5 πŸ” 2 πŸ’¬ 0 πŸ“Œ 1
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I genuinely loved this read about GitHub code search! πŸ’» Explore the advanced features that enhance your coding experience, making it faster and more intuitive to find what you need!

I genuinely loved this read about GitHub code search! πŸ’»

Read "The technology behind GitHub’s new code search." on their blog!

12.07.2025 09:58 πŸ‘ 6 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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πŸ’» nicegui: 12.8 k ⭐ Here’s a cool project by Zauberzeug called β€œNiceGUI". This project lets you create web-based user interfaces with Python in a very nice way. It's perfect for developers who want to build sleek and functional UIs without the hassle. πŸš€πŸ–₯️

πŸ’» nicegui: 12.8 k ⭐

Remember the days when making web interfaces was difficult?! 🌐🐍

11.07.2025 09:58 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Wondering how your weather app got so smart? πŸŒ¦οΈπŸ€– We unveil how AI is transforming our ability to predict the weather with unprecedented accuracy, making everyday planning and major weather preparations possibly more reliable than ever. Can we stay ahead of the storm with the power of AI?!

Wondering how your weather app got so smart? πŸŒ¦οΈπŸ€–

Dive into insights from ECMWF on the revolutionary role of AI and machine learning in weather forecasting.

10.07.2025 09:58 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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I’m always eager to expand my ML skills! πŸ“ˆπŸŽ“ This course offers in-depth lessons on machine learning with Python and scikit-learn, perfect for both beginners and experienced practitioners. It's a fantastic way to enhance your ML expertise! πŸπŸ”

I’m always eager to expand my ML skills! πŸ“ˆπŸŽ“

Check out the Sklearn MOOC directly from the Scikit-learn devs.

09.07.2025 09:58 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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I made a free website for reproducible ML! πŸ“šπŸ’» This collection of "easy wins" and easy-to-use recipes focuses on basics that work and gets you 90% of the way to top-tier reproducibility.

I made a free website for reproducible ML! πŸ“šπŸ’»

Check out ml.recipes! πŸ§ͺ

08.07.2025 09:58 πŸ‘ 5 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Dive into the world of deep learning with Simon J.D. Prince's comprehensive guide. πŸ€–πŸ§ 

Dive into the world of deep learning with Simon J.D. Prince's comprehensive guide. πŸ€–πŸ§ 

From the basics of artificial neural networks to advanced topics like convolutional and recurrent neural networks, Understanding Deep Learning has everything you need to master this cutting-edge field.

07.07.2025 09:58 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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πŸ’» openai-cookbook: 65 k ⭐ Check out "openai-cookbook" directly from OpenAI. This repository offers a wealth of examples and guides for using the OpenAI API, making it easier to integrate AI into your projects. It's a goldmine for developers looking to harness the power of OpenAI! πŸš€πŸ”§

πŸ’» openai-cookbook: 65 k ⭐

I love a good AI cookbook! πŸ€–πŸ“š

06.07.2025 09:59 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0