Runze

twitter_sentiment

Live national sentiment analysis using tweets

seq2seq-translation-attention

A seq2seq model for English-to-French translation with attention mechanism

factual

Locatoin search using Factual and interactive maps using Leaflet

mining_gmail

Mining my own gmail sent box

weibo

Analyze China's post-80s generation using Weibo

dog_breed

Kaggle competition in predicting dog breeds

pizza

Random acts of pizza - a Kaggle competition

rnn-lstm-gutenberg

LSTM using Gutenberg Project data

rnn-lstm-ptb

A walkthrough of the TensorFlow tutorial on LSTM

seq2seq-translation

A seq2seq model for English-to-French translation

duolingo-slam

Duolingo SLAM challenge: http://sharedtask.duolingo.com/

language-model-twitter-bot

A twitter bot that generates short stories using a language model deployed on AWS

arctic-tern

Podcast website

author_identification

comment_classification

coursera-dl

dl-by-hand

DL algorithms written from scratch

duolingo-analysis

Analysis conducted using Duolingo's halflife regression data

html-text

Extract text from HTML

kcrw

An analysis of the most played artists on KCRW

mediumish-gohugo-theme

A mediumish gohugo theme, ported from jekyll

patsylearn

Patsy Adaptors for Scikit-learn

pitchfork

R shiny app displaying the upcoming shows from pitchfork

pytorch-learning-notes

My notes and code when following PyTorch tutorials

Runze.github.io

runze_blog

https://runze.github.io/

tensorflow

Computation using data flow graphs for scalable machine learning

tingshuo

twitter_timeline_filtering

An R Shiny app that filters newsfeed based on retweet and favorite counts to show important tweets only

ud730-deep-learning-class-notes

Notes taken alongside Udacity's deep learning class: https://www.udacity.com/course/deep-learning--ud730