Justin Yang's repositories

Chatbot

基於向量匹配的情境式聊天機器人

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word2vec-tutorial

中文詞向量訓練教學

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Gossiping-Chinese-Corpus

PTT 八卦版問答中文語料

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PTT-Chat-Generator

批踢踢推文產生器

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DeepToxic

top 1% solution to toxic comment classification challenge on Kaggle.

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CIKM-AnalytiCup-2018

[ACM-CIKM] 2nd place solution at CIKM AnalytiCup 2018, a task for determining short text similarities.

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Sequence-to-Sequence-101

a series of tutorials on sequence to sequence learning, implemented with PyTorch.

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WSDM-Cup-2019

[ACM-WSDM] 3rd place solution at WSDM Cup 2019, Fake News Classification on Kaggle.

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Line-Chatbot

Rule-based Line chatbot demo, constructed with django.

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PTT-Crawler

A web crawler specifically for PTT website.

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Fill-the-GAP

[ACL-WS] 4th place solution to gendered pronoun resolution challenge on Kaggle

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Luis-LineBot

a chatbot published on line, using LUIS for intent classification.

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NCKU-Online-Judge

Demonstration of an Online Judge System.

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MNIST

a Keras CNN autoencoder to solve the Kaggle Competition MNIST.

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SVM-with-Shiny

an example for support vector machine and shiny usage

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zake7749.github.io

Personal blog.

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AboutMe

My brief history.

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google-interview-university

A complete daily plan for studying to become a Google software engineer.

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DPR

Dense Passage Retriever - is a set of tools and models for open domain Q&A task.

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DSAI

Not useful

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encoder_decoder

Four styles of encoder decoder model by Python, Theano, Keras and Seq2Seq

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IKDD-Hackathon

Using Spark to complete the Big Data processing on 2016 IKDD Hackathon.

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lectures

Oxford Deep NLP 2017 course

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machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

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TensorFlow-Book

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

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TextPruner

A PyTorch-based model pruning toolkit for pre-trained language models

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toxic

Toxic Comment Classification Challenge

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