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Asep Fajar Firmansyah's Projects

flair icon flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

gae icon gae

Implementation of Graph Auto-Encoders in TensorFlow

gcn icon gcn

Implementation of Graph Convolutional Networks in TensorFlow

graph4code icon graph4code

Respository for project creating a knowledge graph based on WALA code analysis and extraction of documentation and forum content.

infersent icon infersent

Sentence embeddings (InferSent) and training code for NLI.

kb-reasoning-data icon kb-reasoning-data

The FB15k and NELL-995 Dataset for paper "Variational Knowledge Graph Reasoning"

keras-gcn icon keras-gcn

Keras implementation of Graph Convolutional Networks

kgcn icon kgcn

A tensorflow implementation of Knowledge Graph Convolutional Networks

literale icon literale

Knowledge Graph Embeddings learned from the structure and literals of knowledge graphs

lstm_lyrics icon lstm_lyrics

LSTM text generation by word. Used to generate lyrics from a corpus of a music genre.

memgcn icon memgcn

Integrative Analysis of Patient Health Records and Neuroimages via Memory-based Graph Convolutional Network (ICDM 2018 full paper)

models icon models

Models and examples built with TensorFlow

mpsum icon mpsum

Source code for paper: "MPSUM: Predicate-Based Matching for RDF Triples with Application to LDA"

namas icon namas

Neural Attention Model for Abstractive Summarization

nlp-roadmap icon nlp-roadmap

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

nlp-text-mining-working-examples icon nlp-text-mining-working-examples

Full working examples with accompanying dataset for Text Mining and NLP. Current code base: Gensim Word2Vec, Phrase Embeddings, Keyword Extraction with TF-IDF and SKlearn, Word Count with PySpark

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