wassname

For your IAM user you get a csv of credentials like this

User name,Password,Access key ID,Secret access key,Console login link
USERNAME,PASSWORD,ACCESS_KEY,SECRET_KEY,https://0123456.signin.aws.amazon.com/console

If your region is sydney (ap-southeast-2) in keepass you enter:

Title: USERNAME/COMPANY

bdsaglam

import pathlib
import hydra

hydra._internal.hydra.GlobalHydra().clear()

config_dir = pathlib.Path('/path/to/configs/')
hydra.experimental.initialize(config_dir=config_dir)

cfg = hydra.experimental.compose(config_file='config.yaml', overrides=[])
print(cfg.pretty())

fclesio

def get_classification_report(y_test, y_pred):
    '''Source: https://stackoverflow.com/questions/39662398/scikit-learn-output-metrics-classification-report-into-csv-tab-delimited-format'''
    from sklearn import metrics
    report = metrics.classification_report(y_test, y_pred, output_dict=True)
    df_classification_report = pd.DataFrame(report).transpose()
    df_classification_report = df_classification_report.sort_values(by=['f1-score'], ascending=False)
    return df_classification_report

wassname

"""
Cache a torch dataset to npy files using dask

url:https://gist.github.com/wassname/f38f8774b6f97977b660d20dfa0f0036
lic:MIT
author:wassname

usage:    
    batch_size=16
    chunk_size=batch_size*4

soxofaan

#!/bin/bash

# Build tmux session name from current directory
SESSION_NAME=$(pwd)
# Strip non-alphanumeric characters
SESSION_NAME=${SESSION_NAME//[^a-zA-Z0-9]/}
# Only keep trailing part
SESSION_NAME=Jupyter-${SESSION_NAME: -20}

# Command to run inside tmux session

wassname

"""
@url: https://gist.github.com/wassname/f3cbdc14f379ba9ec2acfafe5c1db592
"""
import pandas as pd
import sklearn.metrics
import numpy as np

def classification_report(*args, **kwargs):
    """
    

wassname

import numpy as np 

# handle pytorch tensors etc, by using tensorboardX's method
try:
    from tensorboardX.x2num import make_np
except ImportError:
    def make_np(x):
        return np.array(x).copy().astype('float16')

class RunningStats(object):

shingonu

I decided to write this guide because I have been pretty happy recently. I would go as far as to say that I am the happiest I’ve ever been (in a sustained way) in my adult life, and completely independent of my external circumstances. This is how I’ve done it.

Background In our society today it is easy to get caught on the hedonic treadmill: the belief that happiness is just around the corner if one can only achieve the next milestone, or experience the next life experience. This is a trap. As someone who has achieved more and more success over time, and experienced more and more fun, positive, exciting things, no achievement or experience has ever resulted in a sustained increase to baseline happiness for me.

Expectations for how you will feel once you achieve your goal lead to an endless cycle of suffering. Either you get what you want and then set new, higher, loftier goals, or you don’t get what you want and end up feeling miserable. In The Score Takes Care of Itself, Bill Walsh tells of winning three S

wassname

This are a collection of fixes and tweaks I used to get Xubuntu 18.04 LTS working on a lenovo thinkpad X380 yoga laptop.

• Bios:

  • First UPDATE IT, since some old bioses may cause bricking when settings are changed. I used 1.22 and it was fine, but it's no garuntee for others.
    • you can use linux or the preinstalled windows to update the bios http://positon.org/lenovo-thinkpad-bios-update-with-linux-and-usb
  • put into legacy mode (not UEFI) before install, to allow undervolting (to save power and heat)
    • 'Security -> Secure Boot - Set to "Disabled"'
  • (optional) turn off hyperthreading if you want to save more power

• (optional) find the settings for cpu power management and switch to power saving or balanced mode on battery (if not already)

yang-zhang