Tag:
python
(25)Building the Same App Using Various Web Frameworks
FastAPI, FastHTML, Next.js, SvelteKit, and thoughts on how coding assistants influence builders' choices.
08 Sep 2024 · 8 min · learning engineering python ðŸ›
Don't Mock Machine Learning Models In Unit Tests
How unit testing machine learning code differs from typical software practices
25 Feb 2024 · 6 min · machinelearning engineering python
Out-of-Domain Finetuning to Bootstrap Hallucination Detection
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
Uncommon Uses of Python in Commonly Used Libraries
Some off-the-beaten uses of Python learned from reading libraries.
31 Jul 2022 · 10 min · python engineering 🔥
Design Patterns in Machine Learning Code and Systems
Understanding and spotting patterns to use code and components as intended.
12 Jun 2022 · 13 min · machinelearning engineering python 🔥
How to Install Google Scalable Nearest Neighbors (ScaNN) on Mac
Step-by-step walkthrough on the environment, compilers, and installation for ScaNN.
14 Oct 2020 · 3 min · python machinelearning til
Migrating Site Comments to Utterances
A step-by-step of how to migrate from json comments to Utterances.
How to Test Machine Learning Code and Systems
Checking for correct implementation, expected learned behaviour, and satisfactory performance.
06 Sep 2020 · 14 min · machinelearning engineering python
Adding a Checkbox & Download Button to a FastAPI-HTML app
Updating our FastAPI app to let users select options and download results.
05 Aug 2020 · 3 min · engineering python til
How to Set Up a HTML App with FastAPI, Jinja, Forms & Templates
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
How to Update a GitHub Profile README Automatically
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
How to Set Up a Python Project For Automation and Collaboration
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
Simpler Experimentation with Jupyter, Papermill, and MLflow
Automate your experimentation workflow to minimize effort and iterate faster.
15 Mar 2020 · 6 min · productivity python
Beating the Baseline Recommender with Graph & NLP in Pytorch
Beating the baseline using Graph & NLP techniques on PyTorch, AUC improvement of ~21% (Part 2 of 2).
13 Jan 2020 · 17 min · recsys deeplearning python ðŸ›
Building a Strong Baseline Recommender in PyTorch, on a Laptop
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 ðŸ›
OMSCS CS7646 (Machine Learning for Trading) Review and Tips
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) Review and Tips
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) Review and Tips
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) Review and Tips
OMSCS CS7641 (Machine Learning) - Revisiting the fundamentals and learning new techniques.
27 Dec 2017 · 4 min · omscs learning machinelearning python
OMSCS CS6476 (Computer Vision) Review and Tips
OMSCS CS6476 Computer Vision - Performing computer vision tasks with ONLY numpy.
15 May 2017 · 5 min · omscs learning deeplearning python
Product Categorization API Part 3: Creating an API
Or how to put machine learning models into production.
13 Feb 2017 · 8 min · machinelearning production python ðŸ›
Image search is now live!
A web app to find similar products based on image.
14 Jan 2017 · 4 min · deeplearning python production ðŸ›
Product Classification API Part 2: Data Preparation
Cleaning up text and messing with ascii (urgh!)
11 Dec 2016 · 8 min · machinelearning python ðŸ›
Image classification API is now live!
A simple web app to classify fashion images into Amazon categories.
27 Nov 2016 · 2 min · deeplearning python production ðŸ›
Product Classification API Part 1: Data Acquisition
Parsing json and formatting product titles and categories.
11 Oct 2016 · 9 min · machinelearning python ðŸ›
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