Search Results for "entity" - Page 16
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Showing 382 open source projects for "entity"
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Entity is a generic class for PHP that abstracts the basic CRUD operations from the user. Built-in classification of entity data allows for rapid development of custom solutions by cutting out 40-60% of "grunt" work.
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Gamel (pronounced like camel) is a library written in C++ for use in games. Gamel includes common search and sort algorithms, easy-to-use networking methods, logging, 2D/3D distance calculation, entity classes for RPG and FPS games, pathfinding and more.
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Entity Relationship Designer written totally in java (using Sun Java Studio) and based on Mogwai ER Designer. Includes ability to connect to several data sources including mySQL.
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layoutlm-base-uncased
Multimodal Transformer for document image understanding and layout
...It achieves state-of-the-art results in form understanding and information extraction benchmarks. This model is particularly useful for document AI applications like document classification, question answering, and named entity recognition. -
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Rampart
Lightweight on-device model for private AI text redaction
...The released model is a 14.7 MB ONNX artifact based on a fine-tuned MiniLM-L6-H384 encoder with approximately 18.5 million parameters and a 35-label BIO classification head covering 17 entity types. It works alongside a deterministic recognizer that handles structured identifiers such as phone numbers and IDs, forming a defense-in-depth client-side redaction system. Rampart supports English, Spanish, French, German, Italian, Portuguese, and Dutch, and is designed to run efficiently even on older devices, making it suitable for browsers, mobile and applications. -
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Bio_ClinicalBERT
ClinicalBERT model trained on MIMIC notes for clinical NLP tasks
...It was initialized from BioBERT-Base v1.0 and further pre-trained on all clinical notes from the MIMIC-III database (~880M words), which includes ICU patient records. The training focused on improving performance in tasks like named entity recognition and natural language inference within the healthcare domain. Notes were processed using rule-based sectioning and tokenized with SciSpacy. Training was done for 150,000 steps using a batch size of 32, max sequence length of 128, and a masked language modeling objective with a 0.15 mask probability. Bio_ClinicalBERT is available through Hugging Face's Transformers library for easy integration. ...
