ponderingHplus

5 ms·

1.
An End-to-End MLOps Platform Implementation Using Open-Source Tooling(medium.com)
3 points by ponderingHplus 4y ago|0 comments
2.
by ponderingHplus 9y ago
Nice article, lots of good tidbits and insights. The thoughts on indirect encoding seem like an especially interesting area of research. I actually just finished up a project that used a genetic algorithm to tune some of the hyperparameters
3.
by ponderingHplus 9y ago
Hi HN, This project was my first go at using the pySC2 API recently released by DeepMind and Blizzard. It takes data scraped from 25,000 human played SC2 replays to build a RNN sequence model that can predict the sequence of unique StarCraf
4.
Learning the StarCraftII Build Order Meta(cole-maclean.github.io)
1 points by ponderingHplus 9y ago|1 comments
5.
by ponderingHplus 9y ago
Location: Calgary, Alberta, Canada Remote: Yes Willing to relocate: Yes, USA or Canada preferred Technologies: Python, R, MySQL, MongoDB, d3.js, sklearn, TensorFlow Résumé/CV: http://cole-maclean.github.io/blog/fil
6.
by ponderingHplus 9y ago
Location: Calgary, Alberta, Canada Remote: Yes Willing to relocate: Yes, USA or Canada preferred Technologies: Python, R, MySQL, MongoDB, d3.js, sklearn, TensorFlow Résumé/CV: http://cole-maclean.github.io/blog/fil
7.
by ponderingHplus 9y ago
Location: Canadian studying in Barcelona, Spain Remote: Prefer to relocate Willing to relocate: Yes Technologies: Python, R, MySQL, MongoDB, d3.js, sklearn, TensorFlow Résumé/CV: http://cole-maclean.github.io/blog/
8.
by ponderingHplus 9y ago
Location: Canadian studying in Barcelona, Spain Remote: Prefer to relocate Willing to relocate: Yes Technologies: Python, R, MySQL, MongoDB, d3.js, sklearn, TensorFlow Résumé/CV: http://cole-maclean.github.io/blog/
9.
by ponderingHplus 10y ago
Ethics can be a tough thing, and it can take more than just a spine to refuse unethical work. Identifying something as being unethical in the first place can be a challenge for someone new to a discipline. Having a professional community th
10.
by ponderingHplus 10y ago
I'm not sure that I fully understand your comment, but what I mean to say is that the intent of regulating the specific word is so that everyone has the same understanding of what using that word entails, when applying it to the profes
11.
by ponderingHplus 10y ago
Exactly, having the backing of a profession that expects and mandates you uphold its Code of Ethics is a very powerful thing. Refusing to do work you deem unethical is much easier when you have the support, expectation and legal obligation
12.
by ponderingHplus 10y ago
The term "engineer" is regulated in Canada, and only Professional Engineers (PE) awarded a licence by their provincial regulatory body can call themselves as such. Someone who graduates with an engineering degree is usually called
13.
by ponderingHplus 10y ago
Depending on your comment history, this recommender can suggest some pretty weird ones. A warning, some of them can be NSFW. http://ponderinghydrogen.pythonanywhere.com/
14.
by ponderingHplus 10y ago
Location: Canadian studying in Barcelona, Spain Remote: Prefer to relocate Willing to relocate: Yes Technologies: Python, R, MySQL, MongoDB, d3.js, sklearn, TensorFlow Résumé/CV: http://cole-maclean.github.io/blog/
15.
Neural Network Subreddit Recommender – From Data to Webapp(github.com)
3 points by ponderingHplus 10y ago|0 comments
16.
by ponderingHplus 10y ago
Hey HN, this project was done as part of a course we had this semester. I wrote up a quick blog post for it, and posted the final report for those interested in the details. Note that it can take a while to scrape the data from Reddit using
17.
Show HN: Recurrent Neural Network Based Subreddit Recommender(ponderinghydrogen.pythonanywhere.com)
1 points by ponderingHplus 10y ago|1 comments
18.
by ponderingHplus 10y ago
A good read, thanks! This technique largely inspired a project we did for school this year, a subreddit recommender system with an RNN learning an embedding space for subreddits. I've just finished up exams and am starting work on gett
19.
by ponderingHplus 10y ago
Agreed, but the linked paper was one of the more talked about ones during the conference, and has a fairly accessible discussion on the topic, including a history of related work in section 1.2 with references to many of Jurgen's paper
20.
by ponderingHplus 10y ago
I attended my first NIPS this year, and found Juergen to be a very engaging speaker, with the RNN symposium organized by him and his colleagues being my favorite part of the conference. A popular phrase that was being thrown around during t
21.
Making a Mini Webapp with a Flask-D3-PythonAnywhere Stack(cole-maclean.github.io)
1 points by ponderingHplus 10y ago|0 comments
22.
by ponderingHplus 10y ago
I'll throw mine into the mix. Not sure about employers thinking "I need to hire this person", but for me, my personalized dashboard is a nice way to monitor things I'm working on and reflecting on things I've learne
23.
by ponderingHplus 10y ago
I was in a strikingly similar position as you at the beginning of this year. In December 2015, I setup a plan to quit my job and take some time to self-learn Artificial Intelligence, when I was accepted into a master's program in Barce
24.
by ponderingHplus 10y ago
I'm curious what the interest would have been had I linked to the article over the graphic. Unfortunately I'm not sure how I could test that without having a time machine. Thanks for reading the writeup!
25.
by ponderingHplus 10y ago
Thanks for the detailed response! I think you and others on here are right, there's a better way to do the ranking so the results closer represent what we're looking for. I think I need to better define what question we actually w
26.
by ponderingHplus 10y ago
I used their API, it's actually quite well documented and their rate limits seemed generous to me. Here's a writeup I did for collecting the data: http://cole-maclean.github.io/blog/Meetup.com%20City%20Finde..
27.
by ponderingHplus 10y ago
It's a pretty large dataset for d3 to be loading, so it can take quite a while. It also seems to struggle on firefox. I have alot to learn about web app optimizations and building for multiple browsers and devices. And generally anythi
28.
by ponderingHplus 10y ago
I published a quick writeup to accompany the visualization here: http://cole-maclean.github.io/blog/Meetup.com%20City%20Finde...
29.
by ponderingHplus 10y ago
Yeah that's a good point. I like scribu's point that it can be somewhere in between. I'll have to think on that a little.
30.
by ponderingHplus 10y ago
Hmm interesting, I'll give that some thought. Thanks!

More ›