Maybe i missed something but i could not find any easy and simple out of the box ways to just save Keras model.summary() and plot_model() outputs to wandb. So below is one little recipie to do this, feel free to use and adapt however suits your needs. https://gist.github.com/andrewm4894/7c22a7944b791959bbf662b87cb0139d
Tag: python
Colab to just run some curl
Here is a little google colab notebook to just paste in some curl command and get the response back into a json dictionary. This can be handy when working with backend and frontend engineers who might be using a different language than you and just send you some curl commands that you want to explore … Continue reading Colab to just run some curl
Hugging Face Text Classification Quickstart
I have been working a bit lately with some text classification stuff using Hugging Face - its great n all but their docs can actually be a bit overwhelming. So here is a minimal text classification example, using huggingface and either pytorch or tensorflow (you decide). Will try to update and maintain the colab here: … Continue reading Hugging Face Text Classification Quickstart
Airflow “Trigger Dags” Python Script
You have some dag that runs multiple times a day but you need to do a manual backfill of last 30 days. It's 2022 and this is still surprisingly painful with Airflow. The "new" REST API helps and mean's all the building blocks are there but, as I found out today, there can often still … Continue reading Airflow “Trigger Dags” Python Script
streamlit multi-page app minimal example
too obvious? maybe. probably. Recently i had a need to assess streamlit for some internal DS/ML/Data apps i wanted to build in my job. By "i had a need" i mean i heard it was the new cool thing so i wanted to play with it and feel better about myself. Anyway, as part of … Continue reading streamlit multi-page app minimal example
Some asyncio fun/pain
Taken from this great Talk Python Training course - get the lifetime bundle if you can! You have a list of api endpoints you want to pull data from and collect results into some results list or dataframe for further processing. You could just loop over that list and make a load of requests.get() calls … Continue reading Some asyncio fun/pain
Anomaly Detection using the Matrix Profile
I like an excuse to play with fancy things, so when i first learned about the Matrix Profile for time series analysis, particularly around anomaly detection, i was intrigued. When i learned there was a nice python package (STUMPY) i could just pip install i was outright excited, as one thing i like more than … Continue reading Anomaly Detection using the Matrix Profile
“Machine Learning Ireland” slack community
as it looks - made in about 20 seconds in google drawing 🙂 I've been thinking for a while that there really should be some go-to online community for people interested in ML and ireland in some way. I was fairly surprised to find that none really existed when i went to find one to … Continue reading “Machine Learning Ireland” slack community
First stab at some Go (so hot right now)
It may be a combination of starting to go stir crazy over the Christmas break and some self loathing at the amount of FIFA i've been playing that's driven me to finally start learning some Go for a few data science and machine learning related projects i'm working on where it offers unique advantages. (In … Continue reading First stab at some Go (so hot right now)
Anomaly Detection Tutorial
always use a meme to kick off a tutorial Here is an anomaly detection tutorial that i created for my boss and the open source community where i work. It's part of some work i have been doing around adding some anomaly detection functionality into our open source monitoring project. Like most ML projects the … Continue reading Anomaly Detection Tutorial