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 josephm.dev
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| | sebastianraschka.com
Predictive modeling, supervised machine learning, and pattern classification
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| | I'm Sebastian: a machine learning & AI researcher, programmer, and author. As Staff Research Engineer Lightning AI, I focus on the intersection of AI research, software development, and large language models (LLMs).
| | dagshub.com
How To Improve Machine Learning Model Accuracy
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| | Examine how you can improve the overall accuracy of your machine learning models so that they perform well and make reliable predictions.
| | www.jeremymorgan.com
How to Get Started With PyTorch
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| | Want to learn about PyTorch? Of course you do. This tutorial covers PyTorch basics, creating a simple neural network, and applying it to classify handwritten digits.
| | lilianweng.github.io
What are Diffusion Models? | Lil'Log
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| [Updated on 2021-09-19: Highly recommend this blog post on score-based generative modeling by Yang Song (author of several key papers in the references)]. [Updated on 2022-08-27: Added classifier-free guidance, GLIDE, unCLIP and Imagen. [Updated on 2022-08-31: Added latent diffusion model. [Updated on 2024-04-13: Added progressive distillation, consistency models, and the Model Architecture section.