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Name: Yuta Suzuki
Type: User
Bio: Researcher of AI for materials & materials informatics. Catalyzing scientific discovery using machine learning and automated experiments.
Location: Tokyo, Japan
Blog: https://suzuki.phd
Name: Yuta Suzuki
Type: User
Bio: Researcher of AI for materials & materials informatics. Catalyzing scientific discovery using machine learning and automated experiments.
Location: Tokyo, Japan
Blog: https://suzuki.phd
Atomistic simulation hands on tutorial on open neural network potentials
Crystal graph convolutional neural networks for predicting material properties.
Japanese translation of "Deep learning for molecules and materials book"
Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion
A python library for decision tree visualization and model interpretation.
The code repository for examples in the O'Reilly book 'Generative Deep Learning' using Pytorch
Optimize image generation prompts through human-in-the-loop black-box optimization, turning abstract ideas into concrete visuals.
Book about interpretable machine learning
Keras implementations of Generative Adversarial Networks.
Hands-on materials for DxMT AIMHack 2024
Graph deep learning library for materials
A hyperparameter optimization framework
A registry of third-party Optuna packages
Python Materials Genomics (pymatgen) is a robust materials analysis code that defines core object representations for structures and molecules with support for many electronic structure codes. It is currently the core analysis code powering the Materials Project.
supplementary material
additional materials for XRM2018
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.