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algorithms

Implementations of different algorithms

allyoushawn.github.io

arxiv_report

FIltered the submitted papes on arXiv with keywords in titles or authors' name

bert4rec

BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer

grape_project

kaggle_competition

kaggle_digit_recognizer

kaldi_forced_alignment

Forced alignment with kaldi

mem_vae

A paraphrasing model with memory network

microservice_example

ml_model_service

Machine learning model service

mlservice

ML service backend

mlservicefrontend

This repository serves a user friendly interface. It allows users to interact with the ML service through browsers instead of CLI.

pyspark_github_action

A project used for testing pyspark with github action

python_dependency_parser_101

rec_sys_exploration

sasrec

SASRec: Self-Attentive Sequential Recommendation

simple_web_service

templates

This is the repository for storing some useful templates, for example MNIST reader, VAE models...

text_classifier

A neural text classifier.

timit_gas

The implementation code for the paper "Gate Activation Signal Analysis for Gated Recurrent Neural Networks and Its Correlation with Phoneme Boundaries"

transformer_mt

A PyTorch implementation of the transformer. Use machine translation to compare it with LSTM.