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1. PornDetector PornDetector Public

   Porn image and obscene language detector by deep learning approach. Porn image detector use ResNet. Obscene language detector use word embedding and simple custom neural network

   C++ 1

2. db-go-conn-service db-go-conn-service Public

   Simple web-service, which can implement MySQL SERVER-db manager. It's can allows you to make CRUD-requests (create, read, update, delete) by HTTP

   Go

3. TP-ml-prod-API TP-ml-prod-API Public

   Make online inference for ML model. Using FastAPI library and docker container for service.

   Python

4. TP-ml-prod-Airflow TP-ml-prod-Airflow Public

   Настройка и локальное развертывание Airflow. Создание Data Pipeline для модели машинного обучения. Описание DAGs.

   Python

5. grpc-log-stat-service grpc-log-stat-service Public

   Realization logging and statistics serrvice by gRPC framework into Golang

   Go

6. kafka-inference kafka-inference Public

   Train model in spark ml and make inference with data from kafka

   Scala