You may have some images of your model output, and you'd like to have an interface to step through it. It's so easy with Panel in ~20 lines of code (see thread)

#python #dataviz #datascience

import panel as pn
pn.extension(sizing_mode="stretch_width")

URL_FMT = "https://www.tropicaltidbits.com/analysis/models/gfs/2023060600/gfs_mslp_pcpn_frzn_us_{i}.png"

# populate (tab_name, url) tuples
urls = [(f"{6 * i:02d}H", URL_FMT.format(i=i)) for i in range(1, 18)]

# build widgets
tabs = pn.Tabs(*urls, align="center")
player = pn.widgets.Player(
    name="Time",
    start=0,
    end=len(urls) - 1,
    value=0,
    loop_policy="loop",
    interval=100,
    align="center",
)

# link widgets
player.jslink(tabs, value="active", bidirectional=True)

# create dashboard
pn.Column(tabs, player)