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Revised ITR vs belated ITR — which one should taxpayers file before 31 December deadline? Here's what you need to know

Income Tax refund update: The income tax department has been sending alerts via SMS and email to hundreds of taxpayers saying that their income tax refund has been put on hold due to mismatch in their ...
Undercurrent News

Japanese contractor giant to roll out RAS trout–hydroponics model nationwide

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IEEE

Hybrid 1D and 2D CNN-Transformer Architectures for Multilabel 12-Lead EKG Anomaly Detection

Abstract: This study introduces two novel hybrid machine-learning architectures for multilabel anomaly detection in electrocardiograms (EKGs): a 1D modified ResNet combined with a transformer encoder ...
GitHub

A Model Context Protocol (MCP) server that provides file system context to Large Language Models (LLMs). This server enables LLMs to read, search, and analyze code files with ...

LRU (Least Recently Used) caching strategy Automatic cache invalidation on file changes Size-aware caching with configurable limits Cache statistics and performance metrics Last read result caching ...
IEEE

FewShot-Airnet: Temporal 2D-Variation Modeling for Air Pollution Forecasting

Abstract: Urbanization and industrialization have led to a rapid increase in atmospheric air pollution, highlighting the urgent need for intelligent systems to monitor and predict pollution levels.