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deyh2020's Projects

aimat icon aimat

AIMat - An AI based software to predict the dielectric properties of composite materials. Implemented for 5G materials discovery

ana_cont icon ana_cont

Package for analytic continuation of many-body Green's functions

analogmat icon analogmat

Unsupervised fingerprinting of disordered solids leading to analogical materials discovery.

angler icon angler

Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

ap-10k icon ap-10k

NeurIPS 2021 Datasets and Benchmarks Track

applied-ml icon applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

asu_recipe_recommendation_bot icon asu_recipe_recommendation_bot

A deep learning CNN model with 9 layers used for image classification of food ingredients and recipes. This recipe recommendation bot will recommend recipes based on image or text user input. Deployed in the Telegram app under ASU_Chef_Bot.

automatic-wannier-flow icon automatic-wannier-flow

Automatic construction of wannier functions for any 3D transition metal based system with or without SOC

awesome-autodl icon awesome-autodl

Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)

awesome-datascience icon awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-pda icon awesome-pda

A collection of papers in the area of photonic design automation

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