Data Mining & Machine Learning - Sunny's Blog

nix

# server

curl -LO https://storage.googleapis.com/minikube/releases/latest/minikube-linux-amd64 && sudo install minikube-linux-amd64 /usr/local/bin/minikube

# client

sudo apt-get update && sudo apt-get install -y apt-transport-https && \

curl -s https://packages.cloud.goo......

When being forced into GRUB rescue mode, run ls and ls <one_partition> to check available partitions and find the one that we should boot from [ref].

Then set prefix & root[ref]:

set root=(hdX,Y)

set prefix=(hdX,Y)/boot/grub

insmod n......

Conslusion

SpaCy for take-and-use in production. NLTK to try new things.

ref en

en backup

in cn

cn backup

Open Links in New Tabs

using md

For Kramdown, e.g. Jekyll:

[clickable-text](link-url){:target="_blank"}

In general, the format in Kramdown is {: attribute1="value1" attribute2="value2"}

For pandoc:

[clickable-text](link-url){target="_blank"}

In general, the format in Kramd......

Favoured

MLAPP (Kevin Murphy), Machine Learning - A Probablistic Perspective, is more comprehensive, insightful and interesting, and contains more "real" examples/problems. However, the presents are kinda out of order, which can be difficult to follow for a first book.

See also:

Learning Python, the Language

Pandas

Get column_nr in pandas/numpy.

if isinstance(X, pd.DataFrame):

X_is_df = True

row_nr = X.shape[0]

column_nr = X.shape[1]

if isinstance(X.columns, pd.core.index.MultiIndex):

df_columns_is_multi_index = True

else:

......