This looks very nice indeed, excited to try.
Posts by Arthur Turrell
This looks like a spectacular public good #econsky
(Full disclosure: @packlesshepherd.bsky.social is a co-author but my main skin in the game is maybe we'll finally finish our paper together now...)
github.com/Davidvandijc...
I feel that the integration with calendars should also be possible in today's world, but maybe there's not a widely used open protocol? It's a fair point on attack surface
For me it's that it's unstable and crashes a lot. My experience and that of everyone I know who has used enterprise versions.
x.com/aakashgupta/...
Obviously a link in to Artemis II and its recent Outlook snafoo!
Given building software is now cheap, asked someone what would make biggest difference to their public sector job: "Outlook not crashing all the time". Enterprise Microsoft IT people: do you outright block other front-ends (eg Thunderbird) or would it be possible to have both in secure envs?
Evergreen 👇
❗️Our next workshop will be on March 26th , 6 pm CET on Accelerate your research: reproducible and efficient analysis in Python by @arthurturrell.bsky.social
Register or sponsor a student by donating to support Ukraine!
Details: bit.ly/3wBeY4S
Please share!
#AcademicSky #EconSky
@dariia.bsky.social
sites.google.com/view/dariia-...
Hey everyone, how'd you like to learn about reproducibility and efficiency with Python code AND support Ukraine? Well, on Thursday evening at 18:00 - 20:00 CET you can!
For just 20€ (more if you like) you can join an online class. More details at the link
I am very excited that PyFixest 0.50.0 is on PyPi, including a new graph-based solver for demeaning that makes fixed effects estimation in PyFixest significantly faster for "sparse" fixed effects structures.
Herding llamas, surely!?
Relentlessly prune the older ones! I tend to only really use one frontier model (RAM heavy) and one much smaller model for simple tasks (RAM light) at any time. Which models those are changes over time as better ones are released but personally rarely need a third.
10. fzf
fzf is an interactive command-line fuzzy finder: you put a list of stuff in and it lets you fuzzily narrow it down, selecting the line you want
github.com/junegunn/fzf
9. Cookiecutter
cookiecutter is a cross-platform command-line utility that creates projects from “cookiecutters” (project templates).
github.com/cookiecutter...
8. ripgrep
ripgrep (rg) recursively searches directories using regex patterns. It’s fast; yes, it’s written in Rust. A nice feature is that it respects your .gitignore file, meaning folders (like .venv) that you probably don’t want to search, are excluded by default. github.com/BurntSushi/r...
7. Pydoclint
Make sure your docstrings match the code in their functions. Even
More important in the AI era.
github.com/jsh9/pydoclint
6. Ollama
Run large language models locally either through a chat interface or through Claude, Codex, and more!
ollama.com
4. skimpy
Full disclosure: I created this package!
skimpy is a super-charged version of pandas’ df.describe() that handles a wide range of input data types. It can instantly tell you what's in csvs, parquets, and SQLite dbs on the command line.
aeturrell.github.io/skimpy/
3. Docling
a truly brilliant package from IBM that can convert PDF, DOCX, PPTX, XLSX, HTML, WAV, MP3, WebVTT, images (PNG, TIFF, JPEG, …), LaTeX, … to plain text files
github.com/docling-proj...
2. hf-mem.
hf-mem is a great little tool you can use to estimate the inference memory requirements for Hugging Face models. github.com/alvarobartt/...
1. uv
Astral’s uv has transformed working in Python. Far from the dependency hell of just a couple of years ago, we now have an all-in-one Python package manager, reproducibility tool, and dependency resolver. docs.astral.sh/uv/
The burger sauce merger
www.ft.com/content/e7e6... Unilever and Kraft Heinz held talks over food merger uniting ketchup and mayo
@t0nyyates.bsky.social you might like this
New blog post: **The era of local agents is here**
In which I argue that, thanks to Qwen3.5, running agentic LLMs on a laptop is now not only possible but works pretty well
aeturrell.com/blog/posts/e...
@maria-drc.bsky.social