yuya-kbys

chatgpt_system_prompt

A collection of GPT system prompts and various prompt injection/leaking knowledge.

azure-genai-design-patterns

awesome-studio-lab-jp

SageMaker Studio Labの教材を紹介するリポジトリ。

AutoEncoder-SSIM-for-unsupervised-anomaly-detection-

Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

ipyplot

IPyPlot is a small python package offering fast and efficient plotting of images inside Python Notebooks. It's using IPython with HTML for faster, richer and more interactive way of displaying big numbers of images.

approachingalmost

Approaching (Almost) Any Machine Learning Problem

vit-pytorch

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

interpretable-ml-book-ja

Japanese translation for book about interpretable machine learning by Christoph Molnar. Main branch is `japanese` branch not `master` branch. If you are interested in translation activity, see `developer_guide.md` in `japanese` branch.

models

Models and examples built with TensorFlow

lit

The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.

kyopro_educational_90

2021/3/30 ～ 2021/7/12 に行われる企画「競プロ典型 90 問」の問題・解説・ソースコードなどの資料をアップロードしています。

examples

TensorFlow examples

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

skills-checklist

lets-detect-person-with-cam

image_generation

YouTubeライブの講義「AIによる画像生成を学ぼう! 【VAE、GAN】」、およびUdemyコース「AIによる画像生成を学ぼう! 【VAE、GAN】」で使用する教材です。

FavoritePapers

karaage-ai-book

colabcode

Run VSCode (codeserver) on Google Colab or Kaggle Notebooks

lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

pytorchviz

A small package to create visualizations of PyTorch execution graphs

MPRGDeepLearningLectureNotebook

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

Object-Detection-Metrics

Most popular metrics used to evaluate object detection algorithms.

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

imgaug

Image augmentation for machine learning experiments.

ScaledYOLOv4

Scaled-YOLOv4: Scaling Cross Stage Partial Network

PandasGUI

A GUI for Pandas DataFrames