diffusion-models-class
Materials for the Hugging Face Diffusion Models Course (by huggingface)
pml-book
"Probabilistic Machine Learning" - a book series by Kevin Murphy (by probml)
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diffusion-models-class | pml-book | |
---|---|---|
22 | 9 | |
3,221 | 4,699 | |
5.5% | 2.2% | |
6.3 | 3.9 | |
19 days ago | 9 months ago | |
Jupyter Notebook | Jupyter Notebook | |
Apache License 2.0 | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
diffusion-models-class
Posts with mentions or reviews of diffusion-models-class.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-12-04.
- diffusion low level question
- Here's a learning resource
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[R] Classifier-Free Guidance can be applied to LLMs too. It generally gives results of a model twice the size you apply it to. New SotA on LAMBADA with LLaMA-7B over PaLM-540B and plenty other experimental results.
When you use stable diffusion, you can adjust the classifier free guidance scale to control how much it follows the input prompt. From what I understand(check https://github.com/huggingface/diffusion-models-class/tree/main/unit3), what cfg does is that it generates an unconditional image and an image conditional on the text prompt, and then scale up the difference.
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Ai Coding roadmap
https://huggingface.co/learn/nlp-course/ https://huggingface.co/docs/transformers (go through the task guide) https://github.com/huggingface/diffusion-models-class http://d2l.ai/ https://www.youtube.com/watch?v=VMj-3S1tku0&list=PLAqhIrjkxbuWI23v9cThsA9GvCAUhRvKZ
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How does stable diffusion work from a technical perspective?
I couldn't understand the original paper(havent done meth in a long time). This blog post and short course help me to understand.
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Using SD programatically with APIs
The Diffusion Models Course is another good resource to learn more technical details.
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I made a generative 3D game and took a walk in the streets of Paris. Playback speed 30x
Next, you need to become familiar with the diffusion model. I recommend this huggingface's course(https://github.com/huggingface/diffusion-models-class) because it is very high quality and you will learn while using diffusers. At first glance, it may not seem directly related to this game, but in my case, knowing what is happening in diffusers helped me in many ways: trial and error, inspiration for ideas, etc. I had no knowledge of pytorch (the deep learning library used for diffusers), so I also took this course (https://www.udacity.com/course/deep-learning-pytorch--ud188) which was in the prerequisites for that huggingface's course. It was also very good.
- Sunt AI Research Scientist, AMA
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Dreambooth Hackaton: How can we use a text-to-image model to explore the cinematographic appeal of Torres del Paine 🇨🇱?
Hugging Face Dreambooth Hackaton details
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[N] Personalise Stable Diffusion models in DreamBooth Hackathon
Details: https://github.com/huggingface/diffusion-models-class/blob/main/hackathon/README.md
pml-book
Posts with mentions or reviews of pml-book.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-01-13.
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Sunt AI Research Scientist, AMA
Una cunoscuta pe 'reinforced learning': https://web.stanford.edu/class/psych209/Readings/SuttonBartoIPRLBook2ndEd.pdf Doua foarte recente: https://github.com/probml/pml-book/releases/tag/2022-08-08 https://github.com/probml/pml2-book/releases/tag/2022-12-24
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Hi, what are the advanced courses/books in machine learning and neural nets? And where do I find them?
Kevin Murphy - Probabilistic Machine Learning
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Mitchell's Machine Learning book now is free
I don't know about this book, but there are August 2022 PDFs of "Probabilistic Machine Learning : An Introduction" and "Probabilistic Machine Learning : Advanced Topics" by Kevin Murphy available here: https://github.com/probml/pml-book
Is that recent enough?
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How can I learn Probability and Statistics theory so that I can read ML papers?
Check these out: https://github.com/probml/pml-book
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[Q] Is there a statistics 'bible'?
Diff from 2012 book, directly from the books website
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“Probabilistic Machine Learning” – A Book Series by Kevin Murphy
"This version is being sent to MIT Press, and will appear in hard copy late 2021/ early 2022."
https://github.com/probml/pml-book/releases/tag/camera
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[R] The Modern Mathematics of Deep Learning
If you want to have better interactions with the readers, then you can consider creating a GitHub repository for the book (e.g., https://github.com/probml/pml-book and https://github.com/mml-book/mml-book.github.io).
What are some alternatives?
When comparing diffusion-models-class and pml-book you can also consider the following projects:
deforum-stable-diffusion
numerical-linear-algebra - Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
UnstableFusion - A Stable Diffusion desktop frontend with inpainting, img2img and more!
mml-book
tutorials - AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
approachingalmost - Approaching (Almost) Any Machine Learning Problem
deforumed-walk - Take a walk in the generated world.
pml2-book - Probabilistic Machine Learning: Advanced Topics
sd-webui-controlnet - WebUI extension for ControlNet
origin - Origin is a browser extension that uses LLMs to redefine the browser experience.
diffusion-models-class vs deforum-stable-diffusion
pml-book vs numerical-linear-algebra
diffusion-models-class vs UnstableFusion
pml-book vs mml-book
diffusion-models-class vs tutorials
pml-book vs UnstableFusion
diffusion-models-class vs approachingalmost
pml-book vs tutorials
diffusion-models-class vs deforumed-walk
pml-book vs pml2-book
diffusion-models-class vs sd-webui-controlnet
diffusion-models-class vs origin