utpal kant's starred repositories
NYU-DLSP20
NYU Deep Learning Spring 2020
determined
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
awesome-explainable-graph-reasoning
A collection of research papers and software related to explainability in graph machine learning.
awesome-kan
A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.
awesome-semantic-web
A curated list of various semantic web and linked data resources.
PyTorchStepByStep
Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"
oie-resources
A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.
awesome-ontology
A curated list of ontology things
prodigy-pdf-custom-recipe
Custom recipe and utilities for document processing
OBOFoundry.github.io
Metadata and website for the Open Bio Ontologies Foundry Ontology Registry
OpenKP
Automatically extracting keyphrases that are salient to the document meanings is an essential step to semantic document understanding. An effective keyphrase extraction (KPE) system can benefit a wide range of natural language processing and information retrieval tasks. Recent neural methods formulate the task as a document-to-keyphrase sequence-to-sequence task. These seq2seq learning models have shown promising results compared to previous KPE systems The recent progress in neural KPE is mostly observed in documents originating from the scientific domain. In real-world scenarios, most potential applications of KPE deal with diverse documents originating from sparse sources. These documents are unlikely to include the structure, prose and be as well written as scientific papers. They often include a much diverse document structure and reside in various domains whose contents target much wider audiences than scientists. To encourage the research community to develop a powerful neural model with key phrase extraction on open domains we have created OpenKP: a dataset of over 150,000 documents with the most relevant keyphrases generated by expert annotation.
opendigitaltwins-building
Open Digital Twins Definition Language (DTDL) RealEstateCore Ontology
ontology-visualization
A simple ontology and RDF visualization tool.
Full-Stack-FastAPI-React-and-MongoDB
Full Stack FastAPI, React, and MongoDB, published by Packt
video-membership
Create a Video Membership app using FastAPI & NoSQL
django-pdf
Manage uploaded documents (pdfs) with backend cloud processing of the pdfs into individual pngs per page
graph-composer
Using graphs to represent relationships between words in song lyrics and then generating new lyrics.. *ahem* interpretive poetry... from the graph
OWL2Vec-Star
Embedding OWL ontologies
ontology-tutorial
Ontology Tutorial
pizza-ontology
The pizza ontology
datascienceontology
Data Science Ontology
Mastering-NLP-from-Foundations-to-LLMs
Mastering NLP from Foundations to LLMs, Published by Packt
souslesensVocables
SousLeSensVocables is a set of tools to manage semantic web thesaurii and ontologies (SKOS,OWL,RDF)
doddle-owl
a Domain Ontology rapiD DeveLopment Environment - OWL extension
deeplearning-models
A collection of various deep learning architectures, models, and tips