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fomightez / useful_pandas_snippets.py
Last active April 19, 2024 18:25 — forked from bsweger/useful_pandas_snippets.md
Useful Pandas Snippets
# List unique values in a DataFrame column
df['Column Name'].unique()
# To extract a specific column (subset the dataframe), you can use [ ] (brackets) or attribute notation.
df.height
df['height']
# are same thing!!! (from http://www.stephaniehicks.com/learnPython/pages/pandas.html
# -or-
# http://www.datacarpentry.org/python-ecology-lesson/02-index-slice-subset/)
#
sudo su -
cd /usr/local/bin
mkdir ffmpeg
cd ffmpeg
wget https://www.johnvansickle.com/ffmpeg/old-releases/ffmpeg-4.2.1-amd64-static.tar.xz
tar xvf ffmpeg-4.2.1-amd64-static.tar.xz
@sminot
sminot / ncbi_taxonomy.py
Last active January 7, 2024 09:37
Class for using the NCBI taxonomy, reading from taxdump files
import os
from functools import lru_cache
from collections import defaultdict
# Read in the taxonomy
class NCBITaxonomy():
def __init__(self, folder):
self.tax = defaultdict(dict)
# Read in the file of taxid information
names_fp = os.path.join(folder, 'names.dmp')
int[][] result;
float t, c;
float ease(float p) {
return 3*p*p - 2*p*p*p;
}
float ease(float p, float g) {
if (p < 0.5)
return 0.5 * pow(2*p, g);
@jakevdp
jakevdp / PythonLogo.ipynb
Last active April 7, 2024 18:40
Creating the Python Logo in Matplotlib
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@fomightez
fomightez / realtime_vpython_matplotlib_combo.py
Last active November 4, 2016 13:44
code to paste into a cell of a notebook from VPython Binder to demonstrate realtime integration of matplotlib with VPython
%matplotlib notebook
# use `%matplotlib notebook` if you are using current JupyterLab
from vpython import *
import matplotlib.pyplot as plt
plt.style.use('ggplot')
# based on "AtomicSolid" by Bruce Sherwood
# adapted to include realtime matplotlib by Wayne Decatur
@fomightez
fomightez / Launch VPython Binder with Seaborn Support.md
Last active July 6, 2017 03:29
Launch VPython Binder with Seaborn Support
  • Go to my fork of the VPython Binder repository in your browser.

  • Click on the Binder on the bottom of that page.

  • That will take you to a new page and trigger deploying version of the jupyter notebook environment from the correct repository. You shouldn't need to do anything as this takes place; you can watch the progress bar roughly in the middle of the screen, just below the Launch button. It may take about a minute. After it boots up, it should bring you to the dashboard that will look like below

zexample_dashboard.png

@fomightez
fomightez / How-to for Launching VPython Binder.md
Last active March 26, 2017 18:15
How-to for Launching VPython Binder
  • Go to VPython.org in your browser. The landing page will look like below.

zvpythonDOTorg.png

  • Click on Binder package link on that page. That link is near the very bottom of the part of the page that is showing above; it is just below Demo Programs.

  • A notebook will then launch. (Sometimes first times they hang, just hit reload in your browser.)
    After it loads fully it will look like below with a URL different from what you see but similar.
    zexample_VPython_launch.png

@JoaoRodrigues
JoaoRodrigues / bio_align.py
Last active January 6, 2023 22:10
Sequence-based structure alignment of protein structures with Biopython
#!/usr/bin/env python
"""Sequence-based structural alignment of two proteins."""
import argparse
import pathlib
from Bio.PDB import FastMMCIFParser, MMCIFIO, PDBParser, PDBIO, Superimposer
from Bio.PDB.Polypeptide import is_aa