Bruce Meng (@BManalyst) header
Bruce Meng (@BManalyst) profile picture

Bruce Meng

@BManalyst

R user! Likes making a computer do calculations, sometimes unnecessarily. Also likes cycling. Go #rstats.

 Toronto
brucemeng.ca/
Joined August 2010
  • Tweets84
  • Following108
  • Followers94
18Media
Photo by Bruce Meng (@BManalyst)Photo by Bruce Meng (@BManalyst)Photo by Bruce Meng (@BManalyst)Photo by Bruce Meng (@BManalyst)Photo by Bruce Meng (@BManalyst)Photo by Bruce Meng (@BManalyst)Photo by Bruce Meng (@BManalyst)Photo by Bruce Meng (@BManalyst)Photo by Bruce Meng (@BManalyst)Photo by Bruce Meng (@BManalyst)
I created a #rstats app to pick the most important sentences from an article of text in order to produce an automatic summary. It tries to do this by finding similarities between the words. It also has a neat physics-based visualization! Link to autoSmry: brucemeng.ca/project/autosmr…
1
2
1
8
It took 5 years to build the number of jobs lost in only 4 months from #COVID19 in #Canada. Data from StatsCan. Visualization made with #RStats.
1
1
2
With thanks to Bruce Meng (brucemeng.ca) This is just the spread within health care facilities within one month in Toronto. Imagine this happening in every city across the country. Help us get PPE to front line workers today by emailing [email protected]
3
1
3
Last one for now on algos reading books: Trained a machine learning algo on ~300 books from the #ForgottenRealms universe. Algo extracted characters/locations and their relationships. @r_a_salvatore characters dominate! Made using #rstats.
Image from Bruce Meng (@BManalyst)
4
3
This is the second in my series of algos reading books :) Here's a character extract and relationship mapping from the books in the #TheExpanse universe (not including Tiamat's Wrath) by an AI algo. Made with #rstats
Image from Bruce Meng (@BManalyst)
2
1
Just wanted to share... I trained an AI algo to read the #GOT books; the AI algo thinks there are four main story arcs (shown as four separate colour groups). More details on this reddit post! reddit.com/r/dataisbeautiful… … Tools: #rstats, #keras, igraph/ggraph
Image from Bruce Meng (@BManalyst)
1
3
4
☀️-spots code through #nnetr vs #keras "Auto neural networks vs. Manual Keras neural model" ✒️ @BManalyst buff.ly/2MnNsz3 #rstats
6
22
Went exploring teacher misconduct text after learning that a former high school classmate was found guilty of sexual misconduct with a high school student. Made the following with #rstats. If you wish to explore the data yourself: brucemeng.ca/post/a-look-at-…
1
2
3
Business: We've missed sales forecasts for the past 2 months. What is your recommendation to address this gap? Me: Lower sales forecasts #businessadvice 😂
1
4
I added an update to autoSmry: 1. Direct url input 2. Additional languages: Fr, De, Es autoSmry is a #rstats tool I created that tries to find the most important sentences in an article. autoSmry link: brucemeng.ca/project/autosmr…
1
2
So I went to do some banking today and the FSM that was helping me suggested that I also update my profile with the bank. Sure I said. Him: What do you do now? Me: Data Scientist Him: (typing) "Date Scientist" Me: ... (sure why not) 😂
1
3
Auto neural network model vs. Manual Keras model - which is better at time-series prediction? (animation powered by @plotlygraphs). See the results here: brucemeng.ca/post/auto-neura… #rstats #DataScience
1
5
11
Made another comparison for #rstats time-series predictions. This time it's deep learning vs. deep learning: RNN vs. Dense networks! brucemeng.ca/post/rnn-vs-den…
2
☀️⠲ code-through #nnetr vs #keras "Auto neural networks vs. Manual Keras neural model" ✒️ @BManalyst buff.ly/2MnNsz3 #rstats
1
10
35
Check out this project from @BManalyst, which - via some #DataScience sorcery - automatically summarizes articles quite effectively: brucemeng.ca/project/autosmr… Here it is chopping down one of my reviews by...over 90%. Still basically gets the main argument, too.
Image from Ian McLaughlin, PhD (@_Anthropoid)
1
3
3
Thank you reddit for pushing this to the front page today! teapawt.org/DataIsBeautiful/status…
r/DataIsBeautiful (@DataIsBeautiful) profile picturer/DataIsBeautiful@DataIsBeautiful26 May 2018
I created a tool to automatically extract the most important sentences from an article of text; it also ha… reddit.com/r/dataisbeautiful… #dataviz
From the dataisbeautiful community on Reddit: I created a tool to automatically extract the most...

From the dataisbeautiful community on Reddit: I created a tool to automatically extract the most...

Explore this post and more from the dataisbeautiful community

reddit.com
1
3
Just realized that Keras has a layer_cudnn_lstm which can be used in place of the regular layer_lstm... it resulted in a 85-90% reduction in training time for my application 😲 #rstats
Image from Bruce Meng (@BManalyst)
Image from Bruce Meng (@BManalyst)
1
2
Such a terrible disgusting cowardly act. #TorontoStrong teapawt.org/TorontoComms/status/98…
City of Toronto 🇨🇦 (@cityoftoronto) profile pictureCity of Toronto 🇨🇦
@cityoftoronto23 Apr 2018
The City extends its deepest sympathies to those affected by today's horrific incident and thanks those who assisted and continue to assist at the scene, including first responders, members of the public, TPH staff who provided CPR, hospital staff and others.
1
Can't help but think he might have missed an opportunity to call his country... sWakanda. 😉"Tired of being confused for Switzerland, King Mswati III of Swaziland renames nation eSwatini" nationalpost.com/wcm/1e99a38… via @nationalpost
Thanks to everyone who's played with my #rstats sentiment bot so far! 😀 SN2-D2 has dished out a little over 20 hours of sentiment assessments! teapawt.org/BManalyst/status/98300…
Bruce Meng (@BManalyst) profile pictureBruce Meng@BManalyst8 Apr 2018
Do you sometimes have trouble understanding other humans? Perhaps human-human relations droid SN2-D2 can help! 😀 brucemeng.ca/project/sn2-d2/ #rstats #rshiny
Load more