jailop

# Basic RAG
#
# This script implements a basic Retrieval-Augmented Generation tool to
# query about the content of PDF documents. It is based on modules
# provided by LangChain and is supported by an Ollama server that should
# available to process the queries.
#
# To use this script:
#
# 1. Create a folder './docs' from the point the script will run

jailop

from typing import Optional
import numpy as np
from scipy import stats
import pandas as pd


class LeastSquares:
    alpha: float
    coefficients: np.ndarray
    residuals: np.ndarray

jailop

/// A Priority Circular Queue Implementation
/// 
/// (c) 2025, Jaime Lopez <https://github.com/jailop>

const std = @import("std");

pub const QueueError = error {
    Full,
    Empty,
};

jailop

import numpy as np

# Rows are respondents
# Columns are survey items
data = np.array([
    [4.0, 4.0, 4.0, 5.0],
    [3.0, 4.0, 3.0, 4.0],
    [5.0, 4.0, 5.0, 5.0],
    [2.0, 3.0, 2.0, 3.0],
    [4.0, 4.0, 4.0, 4.0],

jailop

/**
 * In a survey questionnaire, a set of items can be included
 * referred to the same construct or concept. Therefore,
 * it is expected that responses for those items are similar
 * or highly correlated. To measure that, the Cronbach’s
 * Alpha is frequently used. It estimates the reliability
 * or the internal consistency for a set of survey items.
 */

/**

jailop

#!/bin/sh

for i in *flac; do
    ffmpeg -i "$i" -ab 320k -map_metadata 0 -id3v2_version 3 "${i%.*}.mp3"
done

jailop

/// Sieve of Eratosthenes Algorithm
/// Finding prime numbers less or equal than n
/// Implementation in Zig
/// Reference:
///   https://brilliant.org/wiki/sieve-of-eratosthenes/
/// (2023) Jaime Lopez
const std = @import("std");

/// Function implementing
/// Sieve of Eratosthenes Algorithm

jailop

#!/bin/sh
#
# This script converts pictures stored in CR2 format
# to jpg using the utility 'convert'.
#
# To use this script, make a copy of it in the 
# corresponding folder and next, from de command line run:
#
#     $ sh convert.sh
#

jailop

/* 
* Gini Index implementation
*
* Gini Index is used to measure discrimanatory power of qualitative features in
* a dataset, as part of classification algorithms
*
* (2019) Jaime Lopez <jailop AT protonmail DOT com>
*/

#include <iostream>

jailop

/* stress.c
 *
 * El propósito de este programa es causarle 'stress' al procesador.
 * Es decir, obligarlo a trabajar en niveles próximos al 100%.
 * Además, si el procesador es de varios núcleos, también se puede forzar
 * a que los ocupe todos (o solo algunos de ellos).
 *
 * This program's aim is to cause streess to CPU,
 * i.e. making it to work nearly 100% of load.
 * If CPU is multicore, this program can force all of them to work.