May there be sunshine.
This is a detailed reproduction of ref.
Sunny Summary
3 steps:
preprocessing.py preprocessing to extract: author, average sentence length, average word length, punctuation profile, sentiment scores, part-of-speech profiles/tags (only in code, not taken into the csv).
TFIDF.py content-wise k-mean......
A great 5-video tutorial: 35minutes on YouTube (6 tomatoes / 2.5 hours for non-stop studing by coding).
Author's Github (py2), My Github (py3).
Differences in my Github code:
py3, not py2
using on_put() to test validity of input json from client
using on_delete() to test params (just to test......
(4 tomatoes: install + crud)
Install
to install
sudo apt-key adv --keyserver hkp://keyserver.ubuntu.com:80 --recv 2930ADAE8CAF5059EE73BB4B58712A2291FA4AD5 && \
echo "deb [ arch=amd64,arm64 ] https://repo.mongodb.org/apt/ubuntu xenial/mongodb-org/3.6 multiverse" | sudo tee /etc/ap......
Note: tested with Ubuntu 16.04.1 using /root, for newer Ubuntu version (>= 17.04), check here.
Installation & Self-Tests
Use the installation script here.
//(Sunny only added conditional USE_CUDNN=1, the rest is the same as: ref. You may wanna set USE_CUDNN to 0, if no GPU is used).
Timing:......
INSTALL DRIVERS:
# ntfs:
apt install ntfs-3g
# exfat:
apt install exfat-fuse exfat-utils
FIND
lsblk
sudo blkid
sudo fdisk -l
MOUNT
sudo mkdir /mnt/usb
sudo mount /dev/sdb1 /mnt/usb
When installing Ubuntu, it will decide what kind of partition to use:
Ubuntu decicison tree for using entire disk:
? installer booted in EFI mode or BIOS mode?
* EFI
: use gpt and never make biosboot
* BIOS
? is the disk larger than the max for msdos (2TB)?
* yes
: use gpt......