entity-embedding 开源项目推荐（14 个）

entron /entity-embedding-rossmann

该项目在 GitHub 上没有填写描述

DerwenAI /strwythura

Strwythura: construct an entity-resolved knowledge graph from structured data sources and unstructured content sources, implementing an ontology pipeline, plus context engineering for optimizing AI application outcomes within a specific domain. This produces a Streamlit app, with MLOps instrumentation.

mmortazavi /EntityEmbedding-Working_Example

This repository contains a notebook demonstrating a practical implementation of the so-called Entity Embedding for Encoding Categorical Features for Training a Neural Network.

rodrigobressan /entity_embeddings_categorical

Discover relevant information about categorical data with entity embeddings using Neural Networks (powered by Keras)

aqibsaeed /Entity-Embedding-with-LSTM-for-Time-Series

Entity Embedding with LSTM for Time Series

DerwenAI /cdl-2025-masterclass

Connected Data London 2025 Masterclass: Combining Data from Structured and Unstructured Sources to create High-Quality Knowledge Graphs

zhongziyue /SDEA

Semantics Driven Embedding Learning for Effective Entity Alignment, ICDE 2022

ankishb /ml-toolbox

This repo contains various data science strategy and machine learning models to deal with structure as well as unstructured data. It contains module on feature-preprocessing, feature-engineering, machine-learning-models, bayesian-parameter-tuning, etc, built using libraries such as scikit-learn, keras, h2o, xgboost, lightgbm, catboost, etc.

ajinkyaT /Deep_learning_Entity_Embeddings

Deep Learning and Entity Embeddings to predict driving behaviour and cluster accident hotspots

thecml /neural_embedder

A small library that can encode categorical variables to entity embeddings using a TensorFlow 2.0 neural network. Supports classification and regression problems. Network parameters are adjustable.

Shuailong /EntityWord2Vec

Train word2vec and keeps all entities regardless of their frequency

burning-cost /insurance-nested-glm

Nested GLMs with neural network embeddings — territory clustering, EmbeddingNet, SKATER

anuragN2107 /Nexusnet-mlt-clv-Fraud-Engine

A Multi-Task Deep Learning Engine built in PyTorch that simultaneously predicts 90-day Customer Lifetime Value (CLV) and flags transaction fraud in a single forward pass (<50ms latency). Deployed on Hugging Face Spaces.

jasoriya /Mercari-Price-Suggestion-Challenge

Kaggle Competition