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tmacmilan's Projects

prone icon prone

Source code and dataset for IJCAI 2019 paper "ProNE: Fast and Scalable Network Representation Learning"

pylda icon pylda

an implemetation of LDA in Python, from Heinrich's paper : http://www.arbylon.net/publications/text-est.pdf

pytorch-book icon pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)

rcnn-text-classification icon rcnn-text-classification

Tensorflow Implementation of "Recurrent Convolutional Neural Network for Text Classification" (AAAI 2015)

rdbn icon rdbn

Fast code to learn deep belief networks in R.

rdea icon rdea

Source code for SIGIR 2021 paper "Rumor Detection on Social Media with Event Augmentations"

recommender-system-datasets icon recommender-system-datasets

A list of compatible datasets, noting other major repositories containing popular real-world datasets, along with sample code for a range of recommendation tasks.

recq icon recq

RecQ: A Python Framework for Recommender Systems (TensorFlow Based)

recsys icon recsys

The algorithms about Recommender System, such as PMF, PLSA, ALS, RBM and so on.

recsys2019_deeplearning_evaluation icon recsys2019_deeplearning_evaluation

This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches"

relational-gcn icon relational-gcn

Keras-based implementation of Relational Graph Convolutional Networks

rgse icon rgse

Robust Graph Structure Embedding for Anomalous Link Detection

rpdnn icon rpdnn

This repository contains code for the paper "RP-DNN: A Tweet level propagation context based deep neural networks for early rumor detection in Social Media" By J. Gao, S. Han, X. Song, et al. - LREC 2020

rpp icon rpp

Reinforced Poisson Process model

rumor-detection icon rumor-detection

The public code for paper A Graph Convolutional Encoder and Decoder Model for Rumor Detection which is accepted by DSAA 2020

rumor_rvnn icon rumor_rvnn

Source Codes: Rumor Detection on Twitter with Tree-structured Recursive Neural Networks -- ACL 2018

rwkv-lm icon rwkv-lm

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

sdne icon sdne

This is a implementation of SDNE (Structural Deep Network embedding)

sent2vec icon sent2vec

General purpose unsupervised sentence representations

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