context | shortcut | action |
---|---|---|
desktop | ctrl + super + ←/→ | switch to desktop left/right |
shift + super + ←/→ | move active window to display left/right | |
super + tab | show virtual desktops | |
ctrl + super + D | create new virtual desktop | |
browsing | ctrl + shift + L | auto-fill username and password with Bitwarden |
ctrl + shift + M | switch Chrome profile |
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// Google Fonts | |
@import url(http://fonts.googleapis.com/css?family=Zilla+Slab|Zilla+Slab+Highlight|Inter|Fira+Code:400italic,700italic,400,700); | |
// Font Variables | |
$zilla-slab: "Zilla Slab", serif; | |
$zilla-slab-highlight: "Zilla Slab Highlight", serif; | |
$inter: "Inter", sans-serif; | |
$fira-code: "Fira Code"; | |
// Colours |
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name: python-data-science | |
channels: | |
- conda-forge | |
dependencies: | |
- python=3.10 | |
- adlfs | |
- altair==5.0.1 | |
- black | |
- ipykernel | |
- matplotlib |
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FROM python:3.6-alpine | |
# Opted for alpine to get a lean docker image as possible | |
RUN apk add --no-cache openssl | |
ENV DOCKERIZE_VERSION v0.6.1 | |
RUN wget https://github.com/jwilder/dockerize/releases/download/$DOCKERIZE_VERSION/dockerize-alpine-linux-amd64-$DOCKERIZE_VERSION.tar.gz \ | |
&& tar -C /usr/local/bin -xzvf dockerize-alpine-linux-amd64-$DOCKERIZE_VERSION.tar.gz \ | |
&& rm dockerize-alpine-linux-amd64-$DOCKERIZE_VERSION.tar.gz | |
# Python deps for alpine |
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from zeep import Client | |
client = Client("https://webservices.cibg.nl/Ribiz/OpenbaarV4.asmx?wsdl") | |
client.service.ListHcpApprox4(WebSite="Ribiz", Name="Kerkhoven", Initials="M") |
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def sparse_matrix_to_tensor(X): | |
"""Transforms SciPy sparse matrix to tensorflow.sparse.SparseTensor.""" | |
row_nnz = np.diff(X.indptr) | |
indices = np.asarray([[row_i, col_i] | |
for row_i, nnz in enumerate(row_nnz) | |
for col_i in range(nnz)], dtype=np.int64) | |
values = X.data | |
return SparseTensor(indices=indices, values=values, dense_shape=X.shape) |
- install Windows Terminal
- install wsl
- install Ubuntu
sudo apt update && sudo apt upgrade
- install Homebrew
- install pyenv
- Issue with ctypes module: pyenv/pyenv#1933
- install oh-my-posh
- install jump
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def make_polynomial(dataframe, degree=MAX_DEGREE): | |
"""Function for creating higher-order polynomial features from dataframe. | |
Dataframe df should be like [Y, X1, X2, .. Xi]. | |
Returns dataframe polynomial features of X1 ... Xi up to degree polynomials.""" | |
df = dataframe.copy() | |
cols = df.columns[1:] | |
for i in range(2, degree + 1): | |
for col in cols: |
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# baseURI: http://opendata.stelselcatalogus.nl/id/dataset/sc | |
# imports: http://purl.org/dc/elements/1.1/ | |
# imports: http://rdfs.org/ns/void | |
# imports: http://www.w3.org/2004/02/skos/core | |
@prefix adms: <http://www.w3.org/ns/adms#> . | |
@prefix begrip_banken: <http://opendata.stelselcatalogus.nl/banken/id/begrip/> . | |
@prefix begrip_bgt: <http://opendata.stelselcatalogus.nl/bgt/id/begrip/> . | |
@prefix begrip_bri: <http://opendata.stelselcatalogus.nl/bri/id/begrip/> . | |
@prefix begrip_brk: <http://opendata.stelselcatalogus.nl/brk/id/begrip/> . |