tokusumi

fastapi-cloudauth. Simple integration between FastAPI and cloud authentication services (AWS Cognito, Auth0, Firebase Authentication).

keras-flops. FLOPs calculator with tf.profiler for neural network architecture written in tensorflow 2.2+ (tf.keras)

markdown-embed-code. Action to synchronize "any" code in markdown with an external file. No more managing code as plain text.

readme-code-testing. Helping test "any" code in readme with GitHub Action. All you need is unit testing synchronized external files in the ordinary way.

kerastuner-tensorboard-logger. Simple integration of keras-tuner (hyperparameter tuning) and tensorboard dashboard (interactive visualization).

fastapi-nuxt-blog. Python

metric_learning_keras. Jupyter Notebook

fastapi-dummy-db-for-testing. Python

noglobal-magic. Magic command for jupyter notebook, to stop / warning function declaration including global variables. It helps to avoid side effect involving global variables.

logFileProgressBar. Logging progress bar into file

python-web-framework-benchmark-test. Python WEB Framework Benchmark Test

hyperparameter_tuning. Optuna hyperparameter search wrapper

fastapi-minimum-tutorial. FastAPI minimum tutorial

wassden-mcp. **Note: Early development phase. stable production use is not yet possible.** `wassden` is an MCP-based toolkit that enforces spec-driven development for AI agents, inspired by kiro. Acting as a "warden," it guides agents to generate and follow structured specifications, serving as an assistant that ensures agents create

nlp-dnn-baselines. Python

responder_tutorials. responder tutorials