chrisliatas

{
    "name": "Development Container",
	"build": {
		"dockerfile": "Dockerfile",
		"context": "..",
		"args": {
			"VARIANT": "3.11",
            "VARIANT_SFX": "-slim-bookworm",
            "QUARTO_REL": "1.5.25",
            "FONTS_VERSION": "3.1.1"

chrisliatas

# Variables
ARG VARIANT="3"
ARG VARIANT_SFX="-slim"
ARG FONTS_VERSION="3.1.1"
# Builder
FROM python:${VARIANT} as builder

ENV PYTHONFAULTHANDLER=1 \
    PYTHONHASHSEED=random \
    PYTHONUNBUFFERED=1 \

chrisliatas

Tested only on Ubuntu 20.04, KDE Neon User Edition (based on Ubuntu 20.04) and OSX Mojave.

will probably work on other newer versions, with no changes, or with few changes in non-python dependencies (apt-get packages)

NOTE: Don't create a .sh file and run it all at once. It will not work. Copy, paste, and execute each command below manually. :-)

Ubuntu

# DO NOT RUN THIS AS A ROOT USER

chrisliatas

# Production parameters
lgbm_params = {
    'boosting_type': 'goss',    # Gradient-based One-Side Sampling (goss)
    'learning_rate': 0.05,      # Boosting learning rate, default = 0.1
    'n_estimators': 10000,      # Number of boosted trees to fit, default = 100
    'objective': 'binary',      # the learning task and the corresponding learning objective, default = None
    'class_weight': 'balanced', # Weights associated with classes, The ‘balanced’ mode*
    'reg_alpha': 0.1,           # L1 regularization term on weights (L1 penalty), default = 0.0
    'reg_lambda': 0.1,          # L2 regularization term on weights (L2 penalty), default = 0.0
    'random_state': 67,

chrisliatas

import numpy as np

def imput_nan_rand(col, in_place=False):
    """Get a pd.Series with NaNs and impute missing values with random selection
    from the column's values range.
    """
    # Initialize random generator
    rng = np.random.default_rng()
    
    c = col if in_place else col.copy()

chrisliatas

TL;DR

Install Postgres 9.6, and then:

sudo pg_dropcluster 9.6 main --stop
sudo pg_upgradecluster 9.5 main
sudo pg_dropcluster 9.5 main

chrisliatas

Keybase proof

I hereby claim:

• I am chrisliatas on github.
• I am cliatas (https://keybase.io/cliatas) on keybase.
• I have a public key ASBqY_G0Ljr-oVpVXZHC-L-rrWo8HZcvD20grn4VEvS6-go

To claim this, I am signing this object:

chrisliatas

• have fun with them
• projections
• filters
• resource-keys
• https://cloud.google.com/sdk/docs/scripting-gcloud
• http://cloudplatform.googleblog.com/2018/03/introducing-GCPs-new-interactive-CLI.html

auth

gcloud auth list