Jesper Dr.amsch
@jesper.drams.ch
I share non-hype ML & AI with 8+ years XP
🌦 Machine Learning at ECMWF
💾 Fellow at SSI
You miss 99% of benchmarks you don't overfit on!
🏳️🌈 they
🌦 Machine Learning at ECMWF
💾 Fellow at SSI
You miss 99% of benchmarks you don't overfit on!
🏳️🌈 they
Pinned
Jesper Dr.amsch
@jesper.drams.ch
· Feb 6
Can we really trust AI predictions?! 🔮🧪
We found that while AI is revolutionising Earth sciences, only 6% of research incorporates explainable AI (XAI) - the technology that makes AI's predictions transparent to scientists and readers.
Despite all these benefits:
🔍 Understanding AI's decision-making
🎯 Finding & fixing model issues
⚖️ Meeting regulations
But here's the exciting part: XAI isn't just about making AI transparent - it's about building trust in life-saving predictions and truly enabling the technology to inform decisions.
amplt.de
Can we really trust AI predictions?! 🔮🧪
Our new paper in Nature Geoscience tackles this crucial question, when lives are at stake.
Our new paper in Nature Geoscience tackles this crucial question, when lives are at stake.
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)"
"I destroyed all of humanity (in these three examples and will pretend it's 100% and gaslight you that you misunderstood me)"
September 5, 2025 at 2:26 PM
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)"
"I destroyed all of humanity (in these three examples and will pretend it's 100% and gaslight you that you misunderstood me)"
I love a good brain teaser, especially when it sharpens my coding skills! 🧩🤓
Deep Learning Puzzles, crafted by the great minds at deep-ml offers a unique way to learn ML fundamentals.
Deep Learning Puzzles, crafted by the great minds at deep-ml offers a unique way to learn ML fundamentals.
I love a good brain teaser, especially when it sharpens my coding skills! 🧩🤓
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!
amplt.de
July 21, 2025 at 9:58 AM
I love a good brain teaser, especially when it sharpens my coding skills! 🧩🤓
Deep Learning Puzzles, crafted by the great minds at deep-ml offers a unique way to learn ML fundamentals.
Deep Learning Puzzles, crafted by the great minds at deep-ml offers a unique way to learn ML fundamentals.
💻 the-incredible-pytorch: 11.9 k ⭐
I love finding curated resources for my Pytorch projects! 📚✨
I love finding curated resources for my Pytorch projects! 📚✨
💻 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. 🚀🔧
amplt.de
July 20, 2025 at 9:58 AM
💻 the-incredible-pytorch: 11.9 k ⭐
I love finding curated resources for my Pytorch projects! 📚✨
I love finding curated resources for my Pytorch projects! 📚✨
💻 caption-upsampling: 153⭐
I love seeing interesting AI concepts in the gen AI mess! 🤖✨
I love seeing interesting AI concepts in the gen AI mess! 🤖✨
💻 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! 📈🎨
amplt.de
July 19, 2025 at 9:58 AM
💻 caption-upsampling: 153⭐
I love seeing interesting AI concepts in the gen AI mess! 🤖✨
I love seeing interesting AI concepts in the gen AI mess! 🤖✨
I enjoy thought-provoking takes on AI! 🤔✨
Check out "Generative AI is Boring" by Jacob Browning.
Check out "Generative AI is Boring" by Jacob Browning.
I enjoy thought-provoking takes on AI! 🤔✨
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! 🔍📖
amplt.de
July 18, 2025 at 9:58 AM
I enjoy thought-provoking takes on AI! 🤔✨
Check out "Generative AI is Boring" by Jacob Browning.
Check out "Generative AI is Boring" by Jacob Browning.
Unleash your creativity and learn how to create stunning digital art in seconds with the latest AI technology! 🎨🤖
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.
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.
Unleash your creativity and learn how to create stunning digital art in seconds with the latest AI technology! 🎨🤖
Enroll now and discover the future of art creation!
amplt.de
July 17, 2025 at 9:59 AM
Unleash your creativity and learn how to create stunning digital art in seconds with the latest AI technology! 🎨🤖
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.
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.
I'm all about AI transparency and accountability! 🔍🤖
Visit "Opening up ChatGPT" by Andreas Liesenfeld, Alianda Lopez, and Mark Dingemanse.
Visit "Opening up ChatGPT" by Andreas Liesenfeld, Alianda Lopez, and Mark Dingemanse.
I'm all about AI transparency and accountability! 🔍🤖
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! 📚✨
amplt.de
July 16, 2025 at 9:58 AM
I'm all about AI transparency and accountability! 🔍🤖
Visit "Opening up ChatGPT" by Andreas Liesenfeld, Alianda Lopez, and Mark Dingemanse.
Visit "Opening up ChatGPT" by Andreas Liesenfeld, Alianda Lopez, and Mark Dingemanse.
Let’s go and dive into the world of data science and machine learning 🎥🍿
Look no further than my Youtube channel!
Look no further than my Youtube channel!
Let’s go and dive into the world of data science and machine learning 🎥🍿
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!
amplt.de
July 15, 2025 at 9:59 AM
Let’s go and dive into the world of data science and machine learning 🎥🍿
Look no further than my Youtube channel!
Look no further than my Youtube channel!
Ever wondered what convolution is all about? 🤔📐
Check out 3Blue1Brown's YouTube video to learn about this fundamental concept in math and signal processing.
Check out 3Blue1Brown's YouTube video to learn about this fundamental concept in math and signal processing.
Ever wondered what convolution is all about? 🤔📐
Discover how it is used to transform signals and images, and how it plays a crucial role in deep learning and computer vision.
amplt.de
July 14, 2025 at 9:58 AM
Ever wondered what convolution is all about? 🤔📐
Check out 3Blue1Brown's YouTube video to learn about this fundamental concept in math and signal processing.
Check out 3Blue1Brown's YouTube video to learn about this fundamental concept in math and signal processing.
Whenever I’m coding in Python, having a good cheatsheet handy is a lifesaver! 🐍🛠️
Check out this Comprehensive Python Cheatsheet by Jure Šorn,
Check out this Comprehensive Python Cheatsheet by Jure Šorn,
Whenever I’m coding in Python, having a good cheatsheet handy is a lifesaver! 🐍🛠️
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!
amplt.de
July 13, 2025 at 9:58 AM
Whenever I’m coding in Python, having a good cheatsheet handy is a lifesaver! 🐍🛠️
Check out this Comprehensive Python Cheatsheet by Jure Šorn,
Check out this Comprehensive Python Cheatsheet by Jure Šorn,
I genuinely loved this read about GitHub code search! 💻
Read "The technology behind GitHub’s new code search." on their blog!
Read "The technology behind GitHub’s new code search." on their blog!
I genuinely loved this read about GitHub code search! 💻
Explore the advanced features that enhance your coding experience, making it faster and more intuitive to find what you need!
amplt.de
July 12, 2025 at 9:58 AM
I genuinely loved this read about GitHub code search! 💻
Read "The technology behind GitHub’s new code search." on their blog!
Read "The technology behind GitHub’s new code search." on their blog!
💻 nicegui: 12.8 k ⭐
Remember the days when making web interfaces was difficult?! 🌐🐍
Remember the days when making web interfaces was difficult?! 🌐🐍
💻 nicegui: 12.8 k ⭐
Here’s a cool project by Zauberzeug called “NiceGUI".
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. 🚀🖥️
amplt.de
July 11, 2025 at 9:58 AM
💻 nicegui: 12.8 k ⭐
Remember the days when making web interfaces was difficult?! 🌐🐍
Remember the days when making web interfaces was difficult?! 🌐🐍
Wondering how your weather app got so smart? 🌦️🤖
Dive into insights from ECMWF on the revolutionary role of AI and machine learning in weather forecasting.
Dive into insights from ECMWF on the revolutionary role of AI and machine learning in weather forecasting.
Wondering how your weather app got so smart? 🌦️🤖
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?!
amplt.de
July 10, 2025 at 9:58 AM
Wondering how your weather app got so smart? 🌦️🤖
Dive into insights from ECMWF on the revolutionary role of AI and machine learning in weather forecasting.
Dive into insights from ECMWF on the revolutionary role of AI and machine learning in weather forecasting.
I’m always eager to expand my ML skills! 📈🎓
Check out the Sklearn MOOC directly from the Scikit-learn devs.
Check out the Sklearn MOOC directly from the Scikit-learn devs.
I’m always eager to expand my ML skills! 📈🎓
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! 🐍🔍
amplt.de
July 9, 2025 at 9:58 AM
I’m always eager to expand my ML skills! 📈🎓
Check out the Sklearn MOOC directly from the Scikit-learn devs.
Check out the Sklearn MOOC directly from the Scikit-learn devs.
Dive into the world of deep learning with Simon J.D. Prince's comprehensive guide. 🤖🧠
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.
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.
Dive into the world of deep learning with Simon J.D. Prince's comprehensive guide. 🤖🧠
amplt.de
July 7, 2025 at 9:58 AM
Dive into the world of deep learning with Simon J.D. Prince's comprehensive guide. 🤖🧠
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.
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.
💻 openai-cookbook: 65 k ⭐
I love a good AI cookbook! 🤖📚
I love a good AI cookbook! 🤖📚
💻 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! 🚀🔧
amplt.de
July 6, 2025 at 9:59 AM
💻 openai-cookbook: 65 k ⭐
I love a good AI cookbook! 🤖📚
I love a good AI cookbook! 🤖📚
💻 candle: 17.5 k ⭐
I know Rust’s a bit hype-y, but this light-weight ML framework is interesting! 🔥🦀
I know Rust’s a bit hype-y, but this light-weight ML framework is interesting! 🔥🦀
💻 candle: 17.5 k ⭐
Check out "candle" by huggingface.
This minimalist machine learning framework for Rust simplifies building and deploying models. It's perfect for developers seeking efficient, high-performance ML solutions in Rust! 🚀📚
amplt.de
July 5, 2025 at 9:58 AM
💻 candle: 17.5 k ⭐
I know Rust’s a bit hype-y, but this light-weight ML framework is interesting! 🔥🦀
I know Rust’s a bit hype-y, but this light-weight ML framework is interesting! 🔥🦀
I love these “from scratch” projects 🤖
Even more so if it’s by experts like Sebastian Raschka.
Even more so if it’s by experts like Sebastian Raschka.
I love these “from scratch” projects 🤖
Have a look at the "Build a Large Language Model (From Scratch)" book.
This comprehensive guide teaches you to build an AI model step-by-step. Perfect for anyone looking to dive deep into machine learning!
amplt.de
July 4, 2025 at 9:58 AM
I love these “from scratch” projects 🤖
Even more so if it’s by experts like Sebastian Raschka.
Even more so if it’s by experts like Sebastian Raschka.
I love seeing how far tech has come in shaping our world 🌍📖
Check out 70 Years of Machine Learning in Geoscience in Review!
Check out 70 Years of Machine Learning in Geoscience in Review!
I love seeing how far tech has come in shaping our world 🌍📖
This deep dive explores the evolution of AI in understanding Earth systems, with a special focus on geophysics, and its transformative impact.
amplt.de
July 3, 2025 at 9:59 AM
I love seeing how far tech has come in shaping our world 🌍📖
Check out 70 Years of Machine Learning in Geoscience in Review!
Check out 70 Years of Machine Learning in Geoscience in Review!
💻 pynimate: 358⭐
I love bringing data to life with animations! 📊🎥
I love bringing data to life with animations! 📊🎥
💻 pynimate: 358⭐
Try out "pynimate" by Md Julkaarnaeen.
This Python package allows you to create pretty neat statistical data animations effortlessly. It's a fantastic tool for anyone looking to visualize their data dynamically! 🚀📈
(Gif is taken from their examples.)
amplt.de
July 2, 2025 at 9:58 AM
💻 pynimate: 358⭐
I love bringing data to life with animations! 📊🎥
I love bringing data to life with animations! 📊🎥
Can we really trust AI predictions?! 🔮🧪
Our new paper in Nature Geoscience tackles this crucial question, when lives are at stake.
Our new paper in Nature Geoscience tackles this crucial question, when lives are at stake.
Can we really trust AI predictions?! 🔮🧪
We found that while AI is revolutionising Earth sciences, only 6% of research incorporates explainable AI (XAI) - the technology that makes AI's predictions transparent to scientists and readers.
Despite all these benefits:
🔍 Understanding AI's decision-making
🎯 Finding & fixing model issues
⚖️ Meeting regulations
But here's the exciting part: XAI isn't just about making AI transparent - it's about building trust in life-saving predictions and truly enabling the technology to inform decisions.
amplt.de
July 1, 2025 at 9:59 AM
Can we really trust AI predictions?! 🔮🧪
Our new paper in Nature Geoscience tackles this crucial question, when lives are at stake.
Our new paper in Nature Geoscience tackles this crucial question, when lives are at stake.
I so appreciate LLM resources that cut through the hype! 📚🚫
Here’s the "Anti-hype LLM Reading List" by Vicki Boykis.
Here’s the "Anti-hype LLM Reading List" by Vicki Boykis.
I so appreciate LLM resources that cut through the hype! 📚🚫
This curated list offers insightful reads that provide a balanced perspective on large language models. Perfect for anyone looking to understand the real capabilities and limitations of LLMs! 🔍🤓
amplt.de
June 30, 2025 at 9:58 AM
I so appreciate LLM resources that cut through the hype! 📚🚫
Here’s the "Anti-hype LLM Reading List" by Vicki Boykis.
Here’s the "Anti-hype LLM Reading List" by Vicki Boykis.
I love when people put in thought to proper AI benchmarks! ⛅🤖
And of course, when AI meets weather forecasting!
And of course, when AI meets weather forecasting!
I love when people put in thought to proper AI benchmarks! ⛅🤖
Check out the WeatherBench 2.
This benchmark dataset is designed for evaluating the performance of data-driven weather forecasting models. It's a fantastic resource for researchers and developers aiming to innovate in meteorology! 🌦️📊
amplt.de
June 29, 2025 at 9:58 AM
I love when people put in thought to proper AI benchmarks! ⛅🤖
And of course, when AI meets weather forecasting!
And of course, when AI meets weather forecasting!
💻 distil-whisper: 3.8 k ⭐
I remember when you had to pay hundreds for speech recognition software! 🎙️🚀
I remember when you had to pay hundreds for speech recognition software! 🎙️🚀
💻 distil-whisper: 3.8 k ⭐
Gone are the days with Huffingface’s distil-whisper.
This project offers a distilled variant of OpenAI’s Whisper, making speech recognition 6x faster and 50% smaller while maintaining high accuracy. It's a game-changer for developers and content creators working with speech-to-text applications! 🗣️📉
amplt.de
June 28, 2025 at 9:58 AM
💻 distil-whisper: 3.8 k ⭐
I remember when you had to pay hundreds for speech recognition software! 🎙️🚀
I remember when you had to pay hundreds for speech recognition software! 🎙️🚀