My name is Mithuna Yoganathan and I did my PhD in theoretical physics at the University of Cambridge. My channel is about the strange world of mathematics and science.
From Looking Glass Universe. The 4 week live course will run from Jan 6 – 31st. More info here 🙂 https://looking-glass-universe.teachable.com/p/quantum-mechanics-fundamentals1 The rest of this quantum mechanics course playlist is here: https://www.youtube.com/playlist?list=PLg-OiIIbfPj1t7zYsf6aj7wrGb9fghFDk
From Looking Glass Universe. I’m teaching this quantum mechanics course with a live cohort. The next class starts in January! If you’re interested, here’s some more information: https://looking-glass-universe.teachable.com/p/quantum-mechanics-fundamentals Here’s the rest of this series: https://www.youtube.com/playlist?list=PLg-OiIIbfPj1t7zYsf6aj7wrGb9fghFDk
From Looking Glass Universe. Here’s some more info about the live course. The next class starts in January! https://looking-glass-universe.teachable.com/p/quantum-mechanics-fundamentals Here’s the rest of this series: https://www.youtube.com/playlist?list=PLg-OiIIbfPj1t7zYsf6aj7wrGb9fghFDk Here’s a great video on Bell basis measurements: https://www.youtube.com/watch?v=yGe0DxORJeE
From Looking Glass Universe. This is part of quantum mechanics course I’m making, that has no maths preqs: https://www.youtube.com/playlist?list=PLg-OiIIbfPj1t7zYsf6aj7wrGb9fghFDk If you’re interested in the live version of the course, here’s the info on it: https://looking-glass-universe.teachable.com/p/quantum-mechanics-fundamentals
From Looking Glass Universe. This is the third video of a series on quantum mechanics. The rest of the playlist is here: https://www.youtube.com/playlist?list=PLg-OiIIbfPj1t7zYsf6aj7wrGb9fghFDk If you’re interested in the live version of the course, here’s the info on it: https://looking-glass-universe.teachable.com/p/quantum-mechanics-fundamentals This course is meant for anyone who wants to learn quantum mechanics deeply. You don’t need…
From Looking Glass Universe. This is the second video of a series on quantum mechanics. The first video is here: https://youtu.be/vBGSjcEvxUg Here’s the information about the live version of this course: https://forms.gle/KfQEwkh2XcKwBERm6 This course is meant for anyone who wants to learn quantum mechanics deeply. You don’t need any background knowledge in mathematics or physics-…
From Looking Glass Universe. This course is meant for anyone who wants to learn quantum mechanics deeply. You don’t need any background knowledge in mathematics or physics- we’ll learn what we need along the way. Here’s the rest of the playlist: https://www.youtube.com/playlist?list=PLg-OiIIbfPj1t7zYsf6aj7wrGb9fghFDk Here’s the information about the live version of the course: https://looking-glass-universe.teachable.com/p/quantum-mechanics-fundamentals
From Looking Glass Universe. Evolved bio x ML hackathon: https://hackathon.bio/ Our project details (including the code): https://team5-hackathon-bio-frontend.vercel.app/ Enveda’s challenge: https://hackathon.bio/challenge/enveda-2024 The nature article I mentioned: https://www.nature.com/articles/d41586-024-03335-z?trk=feed_main-feed-card_feed-article-content
From Looking Glass Universe. The difference between this video and the last GPT I made is that that one was a toy model. It was trained on a very small set of data (the works of Shakespeare) and it doesn’t get very good. This one is much bigger, and reaches the level of GPT-2. It…
From Looking Glass Universe. Here’s the blogpost announcement- it’s pretty light on details, so I’m very sorry if I misunderstood some of it. https://deepmind.google/discover/blog/ai-solves-imo-problems-at-silver-medal-level/ The problems this year: https://www.imo-official.org/year_info.aspx?year=2024 Here’s a video solution for question 6: https://www.youtube.com/watch?v=7h3gJfWnDoc
From Looking Glass Universe. This video is a long and detailed description of AlphaFold 3. I’ve been spending a lot of time understanding the algorithm and this video is the result of that. But if you just want to get the gist of the algorithm then I’d recommend these much shorter videos I’ve made: AlphaFold…
From Looking Glass Universe. Go to https://ground.news/universe to stay fully informed. Subscribe through my link to get 40% off unlimited access this month only. Resources: fast.ai course on diffusion: https://course.fast.ai/Lessons/part2.html Algorithmic Simplicity’s video on diffusion: https://www.youtube.com/watch?v=zc5NTeJbk-k Computerphile video on diffusion: https://www.youtube.com/watch?v=1CIpzeNxIhU Super helpful video on diffusion transformers: https://www.youtube.com/watch?v=fWUwDEi1qlA
From Looking Glass Universe. Kapathy’s tutorial: https://www.youtube.com/watch?v=kCc8FmEb1nY Link to the Colab (make a copy of it to fill it in): https://colab.research.google.com/drive/10TjJAOO-oCGIWEScYF7HTbGInVqJm3yN?usp=sharing GPT theory videos: 3blue1brown’s super helpful videos on this: https://youtu.be/eMlx5fFNoYc?si=_7XgY5nOpVaRdThU and https://youtu.be/wjZofJX0v4M?si=Cc4QkmzN6rsJZuOc Algorithmic Simplicity’s video give great intuition: https://youtu.be/kWLed8o5M2Y?si=2WqR04FblltNxbF- PyTorch nn.Module tutorial: https://pytorch.org/tutorials/beginner/basics/buildmodel_tutorial.html When I didn’t understand things, I mostly just asked ChatGPT to…
From Looking Glass Universe. The new AlphaFold paper is here: https://www.nature.com/articles/s41586-024-07487-w Previous AlphaFold video: https://youtu.be/3gSy_yN9YBo The research I referenced that OpenAI did on multimodal models is here: https://openai.com/index/clip/
From Looking Glass Universe. ChatGPT has a fairly small limit on the size of files you can upload to it. Claude has a much larger limit, which makes it very helpful for uploading a big repo. In this example I used the paid versions of both (because they’re much better). However, Claude is blocked in…
From Looking Glass Universe. AlphaFold paper: https://www.nature.com/articles/s41586-021-03819-2 The original paper about transformers (the technology behind GPT), Attention Is All You Need: https://arxiv.org/abs/1706.03762 *Helpful videos and blogposts about attention and AlphaFold* 3blue1brown’s video on transformers: https://youtu.be/eMlx5fFNoYc?si=V5k3r6sc5NSMhFt0 Nazim Bouatta’s talk on AlphaFold: https://youtu.be/ri39B0Voujc?si=JpFOlxrVIm0wfmsZ Simon Kohl’s talk on AlphaFold, (he is one of the coauthor’s of the algorithm):…