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Ahmed Mustahid's Projects

gan_specialization icon gan_specialization

https://www.deeplearning.ai/program/generative-adversarial-networks-gans-specialization/

hep-ml-resources icon hep-ml-resources

Listing of useful learning resources for machine learning applications in high energy physics (HEPML)

how-diffusion-models-work icon how-diffusion-models-work

In How Diffusion Models Work, you will gain a deep familiarity with the diffusion process and the models which carry it out. More than simply pulling in a pre-built model or using an API, this course will teach you to build a diffusion model from scratch.

lightning-hydra-template icon lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡

litepose icon litepose

[CVPR'22] Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation

markdown-cv icon markdown-cv

a simple template to write your CV in a readable markdown file and use CSS to publish/print it.

miscellaneous icon miscellaneous

Scripts and code examples. Includes Spark notes, Jupyter notebook examples for Spark, Impala and Oracle.

nlp_specialization icon nlp_specialization

https://www.deeplearning.ai/program/natural-language-processing-specialization/

pythonworkshop-ice icon pythonworkshop-ice

First python workshop for Astronomers and Particle Physicists, organized by ICE, IFAE and PIC

runhouse icon runhouse

Programmable 🐍 remote compute 🔋 and data 📂 across environments 💻 and users 👩‍💻

semanticsegmentation icon semanticsegmentation

A framework for training segmentation models in pytorch on labelme annotations with pretrained examples of skin, cat, and pizza topping segmentation

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