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weridmaid's Projects

apriori icon apriori

Python Implementation of Apriori Algorithm for finding Frequent sets and Association Rules

dynet icon dynet

DyNet: The Dynamic Neural Network Toolkit

gaussian-lda-word2vec icon gaussian-lda-word2vec

LDA topic modeling with word2vec using gaussian topic distributions for infinite vocabulary

lasso icon lasso

solve LASSO formulation with Proximal Gradient Descent, Accelerated Gradient Descent, and Coordinate Gradient Descent

lda icon lda

Topic modeling with latent Dirichlet allocation using Gibbs sampling

lda2vec-tf icon lda2vec-tf

tensorflow port of the lda2vec model for unsupervised learning of document + topic + word embeddings

lda_thesis icon lda_thesis

Hierarchical, multi-label topic modelling with LDA

lstm-er icon lstm-er

Implementation of End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures in ACL2016.

nmt-coverage icon nmt-coverage

Attention-based NMT with a coverage mechanism to indicate whether a source word is translated or not

ptm icon ptm

A Topic Modeling Approach for Traditional Chinese Medicine Prescriptions, TKDE 2018

pytorch-capsule icon pytorch-capsule

Pytorch implementation of Hinton's Dynamic Routing Between Capsules

ragflow icon ragflow

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

xgboost icon xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

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