MiniXC

For a recreational sailor, determining which education is "more comprehensive" depends on whether you are looking for a structured learning experience (training) or a rigorous qualification standard (licensing).

In short:

• RYA Day Skipper is a better education program. It is a structured course designed to teach you how to skipper from scratch, with a world-renowned practical curriculum, particularly for tidal waters.
• Fahrtbereich 2 (FB2) is a stricter licensing standard. It is an exam that requires significantly more prior experience (500 miles vs. 100 miles) and legally clears you for night sailing and further offshore distances (20nm), which the RYA Day Skipper does not explicitly cover.

The following detailed comparison breaks down the differences:

1. Educational Philosophy: Course vs. Exam

• RYA Day Skipper (The "Teaching" Approach):

MiniXC

; Some pipe(|) separated metadata about all LibriVox readers, whose work was used
; in the corpus.
;
; The meaning of the fields in left-to-right order is as follows:
;
; reader_id: the ID of the reader in the LibriVox's database
; gender: 'F' for female, 'M' for male
; subset: the corpus subset to which the reader's audio is assigned
; duration: total number of minutes of speech by the reader, included in the corpus
; name: the name under which the reader is registered in LibriVox

MiniXC

#!/bin/bash

if ! test -f /etc/hosts.bak; then
    sudo cp /etc/hosts /etc/hosts.bak
fi

sudo cp /etc/hosts.bak /etc/hosts

YAML_INFO="
`gcloud compute tpus tpu-vm list --zone=us-central1-f --format=yaml`

MiniXC

# add to your bashrc

function pyroblast() {
    pkill -f ".*python.*"
    pkill -f ".*wandb.*"
    accelerate launch "$@"
}

MiniXC

import json
import sys

from accelerate import Accelerator
import torch
from tqdm.auto import tqdm
from datasets import load_dataset
from speech_collator import SpeechCollator
from speech_collator.measures import EnergyMeasure, PitchMeasure, SRMRMeasure, SNRMeasure
from transformers import HfArgumentParser

MiniXC

possibly later

• include what the graph is showing in the title (better for screenshots)
• option to remove outliers (came across some in the data)
• moving average (although we have to be careful with that)

bigger changes

• more than one tag at the same time
• control for tags other than fandom (e.g. a pairing)

small changes

MiniXC

if [ $# -eq 0 ]; then
    tmux new-session -d -s ram_police
    tmux send-keys -t ram_police "bash ram_police.sh true" ENTER
    tmux capture-pane -t ram_police
else
    free_ram=$(free -g | grep -m1 -E "[[:digit:]]" | tail -c4)
    ram_limit=10
    
    clear
    echo "RAM POLICE WITH $ram_limit GB MIN."

MiniXC

MiniXC

,y_pred,y_pred_rounded,fips,date,y_true,week
0,-0.043328024446964264,0,1001,2017-06-30,0.0,0
1,0.507280170917511,1,1001,2017-12-27,1.0,0
2,0.028431229293346405,0,1001,2018-06-25,0.0,0
3,-0.017092008143663406,0,1003,2017-06-30,0.0,0
4,0.6950212121009827,1,1003,2017-12-27,1.0382,0
5,0.31889382004737854,0,1003,2018-06-25,0.382,0
6,-0.0005514370277523994,0,1005,2017-06-30,0.0,0
7,0.820785403251648,1,1005,2017-12-27,1.0974,0
8,0.07871026545763016,0,1005,2018-06-25,0.0,0

MiniXC

,y_pred,y_pred_rounded,fips,date,y_true,week
0,0.03677709400653839,0,1001,2017-06-30,0.0,0
1,0.42399361729621887,0,1001,2017-12-27,1.0,0
2,0.017427001148462296,0,1001,2018-06-25,0.0,0
3,0.036498844623565674,0,1003,2017-06-30,0.0,0
4,0.7784255743026733,1,1003,2017-12-27,1.0382,0
5,0.3446190059185028,0,1003,2018-06-25,0.382,0
6,0.03354061394929886,0,1005,2017-06-30,0.0,0
7,0.744026780128479,1,1005,2017-12-27,1.0974,0
8,0.03732544928789139,0,1005,2018-06-25,0.0,0