Shunsuke KITADA

paper-survey. 📚 Survey of previous research and related works on machine learning (especially Deep Learning) in Japanese

dotfiles. 💻 My dotfiles powered by chezmoi; built around Rust-based tools (sheldon/starship/mise, etc.) featuring a unified coding-agent setup across Codex, Claude Code, and Gemini.

training-free-structured-diffusion-guidance. 🤗 Unofficial huggingface/diffusers-based implementation of the paper "Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis".

awesome-ai-best-papers. A curated list of famous CV/NLP/ML/AI best papers, inspired by Best Paper Awards in Computer Science (since 1996).

simple-aesthetics-predictor. CLIP-based aesthetics predictor inspired by the interface of 🤗 huggingface transformers.

nvhtop. A tool for enriching the output of nvidia-smi forked from peci1/nvidia-htop.

Multi-task-Conditional-Attention-Networks. A prototype version of our submitted paper: Conversion Prediction Using Multi-task Conditional Attention Networks to Support the Creation of Effective Ad Creatives.

chainer-MeanTeachers. Chainer implementation of the paper "Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results" (https://arxiv.org/abs/1703.01780)

human-attention-map-for-text-classification. Reimplementation of the paper `Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words? (ACL2020)`

libtorch-gin-api-server. High-speed Deep learning API Server with Libtorch (C++) and Gin (Golang)

TedScraper. :speech_balloon: Scraper for TED Talks in Python. Get talk title, transcript, talk topics and so on.

huggingface-datasets_JGLUE. JGLUE: Japanese General Language Understanding Evaluation for huggingface datasets

chainer-skin-lesion-detector. Skin Lesion Detector using HAM10000 dataset with Chainer / ChainerCV

allennlp-shiba-model. AllenNLP integration for Shiba: Japanese CANINE model

paint-with-words-pipeline. Implementation of Paint-with-words with Stable Diffusion using diffusers pipeline: method from eDiff-I that let you generate image from text-labeled segmentation map.

LSUV.pytorch. Implementation of LSUV (Layer-sequential unit-variance) in PyTorch

ANLS. ANLS: Average Normalized Levenshtein Similarity

attention-meets-perturbation. 📝 Official Implementation of "Attention Meets Perturbation: Robust and Interpretable Attention with Adversarial Training"

coloso-python-diffusion-models. Coloso オンデマンド講座 "画像生成 AI 入門：Python による拡散モデルの理論と実践" で使用する講義資料置き場

numpy-100-ja. Forked from rougier/numpy-100 numpy-100日本語バージョン

chainer-IMSAT. Implementation of IMSAT in Chainer

huggingface-datasets_MSCOCO. Microsoft COCO: Common Objects in Context for huggingface datasets

huggingface-datasets_COCOA. COCOA: Semantic Amodal Segmentation for huggingface datasets

yans2019-hackathon. Python

chainer-FocalLoss. Chainer implementation of the paper "Focal Loss for Dense Object Detection" (https://arxiv.org/abs/1708.02002)

allennlp-NER-ja. AllenNLP-NER-ja: AllenNLP による日本語を対象とした固有表現抽出

chainer-Xception. Chainer implementation of the paper "Xception: Deep Learning with Depthwise Separable Convolutions" (https://arxiv.org/abs/1610.02357).

huggingface-datasets_wrime. WRIME for huggingface datasets

chainer-RICAP. Chainer implementation of the paper "RICAP: Random Image Cropping and Patching Data Augmentation for Deep CNNs" (http://proceedings.mlr.press/v95/takahashi18a.html)

cookiecutter-huggingface-datasets. cookiecutter for huggingface datasets

nvinfo-go. Rewrite of ikr7/nvinfo, a simple utility for monitoring your CUDA-enabled GPUs, with Golang

chainer-center-loss. Implementation of Center Loss in Chainer

mecab-neologd-py3. :whale: My dockernized mecab-ipadic-neologd with mecab-python3 :snake:

shunk031.github.io. 👨🏻‍💻 Personal page built with HugoBlox https://shunk031.me/

GWork. Classify gunosy news articles by Naive Bayes classifier and predict article category at django server

huggingface-datasets_JDocQA. Japanese Document Question Answering (JDocQA), a large-scale document-based QA dataset for huggingface datasets

feature-extractor-for-landing-page. Feature extractor for landing page

huggingface-datasets_livedoor-news-corpus. Japanese Livedoor news corpus for huggingface datasets

autocvd-go. A golang cli tool for setting `CUDA_VISIBLE_DEVICES` based on GPU utilization.

graph-powered-machine-learning. Jupyter Notebook

chainer-PyramidNet. Chainer implementation of the paper "Deep Pyramidal Residual Networks" (https://arxiv.org/abs/1610.02915).

LINEBlogScraper. Scraper for LINE Blog in Scrapy

rakuten2furusatotax. `楽天ふるさと納税` の情報を `ふるさとチョイス` へ登録する君

nicole-or-kiko. JavaScript

tango-textual-inversion. allenai/tango version of textual inversion

NLP100-Notebook. 言語処理100本ノック 2015を解いてみた