Lemaxoxo

6 ms·

31.
by Lemaxoxo 4y ago
DuckDB is what I used in the blog post. Re-running this query simply recomputes everything from the start. I didn't store intermediary that would allow starting off from where the query stopped. But it's possible!
32.
by Lemaxoxo 4y ago
Thanks for the links, I wasn't aware of them. The Russians often seem to have a step ahead in the ML world.
33.
by Lemaxoxo 4y ago
Yes I know some people look down on that. I hope it doesn't take away the merits of the article for you hehe.
34.
by Lemaxoxo 4y ago
Cheers, I learnt with the best :)
35.
by Lemaxoxo 4y ago
This is definitely a possibility. What I meant to say is that the implementation in the blog post doesn't support that.
36.
by Lemaxoxo 4y ago
Good question. I touched upon this in the conclusion. Basically, if you run this in a streaming SQL database, such as Materialize, then you would get a true online system which doesn't restart from scratch.
37.
Stochastic gradient descent written in SQL(maxhalford.github.io)
295 points by Lemaxoxo 4y ago|182 comments
38.
A rant against dbt ref(maxhalford.github.io)
1 points by Lemaxoxo 4y ago|0 comments
39.
Comic Book Panel Segmentation(maxhalford.github.io)
2 points by Lemaxoxo 5y ago|0 comments
40.
We changed our roof and cut CO2 emissions(martindaniel.co)
122 points by Lemaxoxo 5y ago|114 comments
41.
by Lemaxoxo 5y ago
I think that is what is being suggested in the other comment. One would have to try! My instincts tell me the results would not be identical.
42.
by Lemaxoxo 5y ago
I suspected this. However, I wasn't able to grok the documentation well enough but I didn't able to find a convincing example. It seems to me that these Python compressors get "frozen" and can't be used to compress
43.
Text Classification by Data Compression(maxhalford.github.io)
105 points by Lemaxoxo 5y ago|41 comments
44.
I got plagiarized and Google didn't help(maxhalford.github.io)
2 points by Lemaxoxo 6y ago|0 comments
45.
by Lemaxoxo 7y ago
Hey there, great work. I used Cortex as an inspiration when designing chantilly: https://github.com/creme-ml/chantilly , which is a much less ambitious solution tailored towards online machine learning models. Keep up t
46.
by Lemaxoxo 7y ago
Would you happen the memory complexity of this algorithm? I maintain an online machine learning library written in Python, called creme, where we implement online statistics. We have a generic onine algorithm for estimating quantiles, and s
47.
Bayesian Linear Regression for Practitioners(maxhalford.github.io)
1 points by Lemaxoxo 7y ago|0 comments
48.
A smooth approach to putting machine learning into production(maxhalford.github.io)
3 points by Lemaxoxo 7y ago|0 comments
49.
Show HN: Introducing creme, a Python library for online machine learning(github.com)
4 points by Lemaxoxo 7y ago|0 comments
50.
by Lemaxoxo 8y ago
Are you planning to support multivariate statistics?
51.
by Lemaxoxo 8y ago
Hello everyone, I'm currently participating in the "PLAsTiCC Astronomical Classification" Kaggle competition. The dataset is rather large (~5M rows) so I decided to write a simple tool to compute aggregate features online. I
52.
Tuna – a simple streaming ETL for machine learning features(github.com)
1 points by Lemaxoxo 8y ago|1 comments