ericmjl

# /// script
# dependencies = [
#     "fastapi",
#     "uvicorn",
#     "jinja2",
#     "python-multipart"
# ]
# ///

import json

ericmjl

# /// script
# requires-python = ">=3.13"
# dependencies = [
#     "anthropic==0.57.1",
#     "loguru==0.7.3",
#     "marimo",
#     "matplotlib==3.10.3",
#     "numpy==2.3.1",
#     "pandas==2.3.1",
#     "scikit-learn==1.7.0",

ericmjl

# /// script
# requires-python = ">=3.13"
# dependencies = [
#     "loguru==0.7.3",
#     "marimo",
#     "matplotlib==3.10.3",
#     "numpy==2.3.1",
#     "pandas==2.3.1",
#     "scikit-learn==1.7.0",
#     "scipy==1.16.0",

ericmjl

<script defer src="https://pyscript.net/unstable/pyscript.js"></script> <script src="https://cdn.jsdelivr.net/npm/[email protected]/dist/js/bootstrap.bundle.min.js" integrity_no="sha384-ka7Sk0Gln4gmtz2MlQnikT1wXgYsOg+OMhuP+IlRH9sENBO0LRn5q+8nbTov4+1p" crossorigin="anonymous"></script>

PyScript Pre-populated REPL

ericmjl

Data Science Programming September 2020 Newsletter

Hello fellow datanistas!

Welcome to the September edition of the programming-oriented data science newsletter. I hope you've all been staying safe amid the COVID-19 outbreak.

There's no special theme this month, just a smattering of cool tools and articles that I think will improve your productivity!

Setting up VSCode for Python Development like RStudio

ericmjl

ericmjl

# Taken from https://github.com/ericmjl/dotfiles/blob/master/install_functions.sh

function install_anaconda {
  bash anaconda.sh -b -p $HOME/anaconda
  rm anaconda.sh
  export PATH=$HOME/anaconda/bin:$PATH

  # Install basic data science stack into default environment
  conda install --yes pandas scipy numpy matplotlib seaborn jupyter ipykernel nodejs

ericmjl

ericmjl

$ docker run --gpus all -i -t jax:latest /bin/bash
(base) [docker@e697aef58065 ~]$ ls
anaconda  cuda-repo-rhel8-10-2-local-10.2.89-440.33.01-1.0-1.x86_64.rpm
(base) [docker@e697aef58065 ~]$ which python
~/anaconda/bin/python
(base) [docker@e697aef58065 ~]$ conda activate mouse-hmm
(mouse-hmm) [docker@e697aef58065 ~]$ python
Python 3.7.6 | packaged by conda-forge | (default, Jun  1 2020, 18:57:50) 
[GCC 7.5.0] on linux
Type "help", "copyright", "credits" or "license" for more information.

ericmjl

@pytest.fixture
def path_graph():
    """Return a path graaph of length three."""
    G = nx.path_graph(3, create_using=nx.DiGraph)
    G.graph["name"] = "path"
    nx.freeze(G)
    return G

@pytest.fixture