python
(25)FastAPI, FastHTML, Next.js, SvelteKit, and thoughts on how coding assistants influence builders' choices.
08 Sep 2024  ·  8 min  ·  learning engineering python 🛠
How unit testing machine learning code differs from typical software practices
25 Feb 2024  ·  6 min  ·  machinelearning engineering python
How to use open-source, permissive-use data and collect less labeled samples for our tasks.
05 Nov 2023  ·  12 min  ·  llm eval machinelearning python
Some off-the-beaten uses of Python learned from reading libraries.
31 Jul 2022  ·  10 min  ·  python engineering 🔥
Understanding and spotting patterns to use code and components as intended.
12 Jun 2022  ·  13 min  ·  machinelearning engineering python 🔥
Step-by-step walkthrough on the environment, compilers, and installation for ScaNN.
14 Oct 2020  ·  3 min  ·  python machinelearning til
A step-by-step of how to migrate from json comments to Utterances.
Checking for correct implementation, expected learned behaviour, and satisfactory performance.
06 Sep 2020  ·  14 min  ·  machinelearning engineering python
Updating our FastAPI app to let users select options and download results.
05 Aug 2020  ·  3 min  ·  engineering python til
I couldn't find any guides on serving HTML with FastAPI, thus I wrote this to plug the hole on the internet.
23 Jul 2020  ·  3 min  ·  engineering python til 🔥
I wanted to add my recent writing to my GitHub Profile README but was too lazy to do manual updates.
11 Jul 2020  ·  3 min  ·  engineering python til
After this article, we'll have a workflow of tests and checks that run automatically with each git push.
21 Jun 2020  ·  20 min  ·  engineering production python productivity 🔥
Automate your experimentation workflow to minimize effort and iterate faster.
15 Mar 2020  ·  6 min  ·  productivity python
Beating the baseline using Graph & NLP techniques on PyTorch, AUC improvement of ~21% (Part 2 of 2).
13 Jan 2020  ·  17 min  ·  recsys deeplearning nlp python 🛠
Building a baseline recsys based on data scraped off Amazon. Warning - Lots of charts! (Part 1 of 2).
06 Jan 2020  ·  14 min  ·  recsys deeplearning python 🛠
OMSCS CS7646 (Machine Learning for Trading) - Don't sell your house to trade algorithmically.
11 May 2019  ·  9 min  ·  omscs learning machinelearning python
OMSCS CS6601 (Artificial Intelligence) - First, start with the simplest solution, and then add intelligence.
20 Dec 2018  ·  8 min  ·  omscs learning machinelearning python
OMSCS CS7642 (Reinforcement Learning) - Landing rockets (fun!) via deep Q-Learning (and its variants).
30 Jul 2018  ·  6 min  ·  omscs learning deeplearning python
OMSCS CS7641 (Machine Learning) - Revisiting the fundamentals and learning new techniques.
27 Dec 2017  ·  4 min  ·  omscs learning machinelearning python
OMSCS CS6476 Computer Vision - Performing computer vision tasks with ONLY numpy.
15 May 2017  ·  5 min  ·  omscs learning deeplearning python
Or how to put machine learning models into production.
13 Feb 2017  ·  8 min  ·  machinelearning production python 🛠
A web app to find similar products based on image.
14 Jan 2017  ·  4 min  ·  deeplearning python production 🛠
Cleaning up text and messing with ascii (urgh!)
11 Dec 2016  ·  8 min  ·  machinelearning python 🛠
A simple web app to classify fashion images into Amazon categories.
27 Nov 2016  ·  2 min  ·  deeplearning python production 🛠
Parsing json and formatting product titles and categories.
11 Oct 2016  ·  9 min  ·  machinelearning python 🛠
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