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Insightful Tutorials and Papers about Knowledge Graphs
A Large Semantic Knowledge Graph from Wikipedia Categories and Listings
Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.
An implementation of a full named-entity evaluation metrics based on SemEval'13 Task 9 - not at tag/token level but considering all the tokens that are part of the named-entity
Self-Supervision for Named Entity Disambiguation at the Tail
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
State-of-the-Art Text Embeddings
PyTorch Tutorial for Deep Learning Researchers
semantic similarity framework for knowledge graph
PhD thesis: "Knowledge Graph Construction from Heterogeneous Data Sources exploiting Declarative Mapping Rules"
A jvm tool to convert any rdf-ontology to owl2-ontology
🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
A sunburst interactive chart web component for visualizing hierarchical data
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
📦 🔥 Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build graph, show outdated, audit. Manage venvs, build package, bump version.
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.
🐍 Python Implementation and Extension of RDF2Vec
A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs, VLDB 2020
ConMask model described in paper Open-world Knowledge Graph Completion.
Python library for knowledge graph embedding and representation learning.
A Python implementation of LightFM, a hybrid recommendation algorithm.
Here, we provide mappings to DBpedia resources of items in well known datasets to evaluate recommender systems. This can allows practitioners in the field to evaluate and compare their algorithms w…
lodreclib is a Java library to build recommendation engines which exploit the information encoded in Linked (Open) Data datasets.
Python client library to interface with the MediaWiki API
It is an evaluation framework for evaluating and comparing graph embedding techniques