A toolkit that integrates DFT codes with Bayesian optimization to explore stable atomic configurations in materials.

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

地理院地図Vectorで読み込めるスタイルのサンプル集

A Large-scale Dataset for training and evaluating model's ability on Dense Text Image Generation

A PyTorch implementation of the Deep SVDD anomaly detection method

Hackable pure-torch implementation of diffusion models

Implementation snake game based on Diffusion model

An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

Diffusion Illusions: Hiding Images in Plain Sight

Tutorial for Harvard Medical School ML from Scratch Series: Transformer from Scratch. Demo the usage of transformer in various domains: Music sheet, audio signal, image generation & discrimination

Simple implementation of OpenAI CLIP model in PyTorch.

Rebuild the Stable Diffusion Model in a single python script. Tutorial for Harvard ML from Scratch Series

Warps an image by a few control points.

Implementation of Stable Diffusion with PyTorch

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

[ICCV 2023] Few shot font generation via transferring similarity guided global and quantization local styles

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

This project shows some results of my research about cover image generation.

An example of time series augmentation methods with Keras

An unofficial implementation of Google Brain's research in 2018

Reproduction of AutoAugment from Google

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

Animation engine for explanatory math videos

Classification of books based on titles without prior knowledge of context or author

Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.

repository to research & share the machine learning articles