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@amneumarkt · Post #721 · 01/16/2026, 06:26 AM
#visualization This is actually smart. https://medium.com/@redhotchilipaper/using-trapezoids-to-visualize-matrix-multiplication-with-applications-to-data-science-e1cff40de098
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Source channel @githubtrending · Post #14958 · Jul 14
#python#agent#agentic_ai#grpo#kimi_ai#llms#lora#qwen#qwen3#reinforcement_learning#rl ART is a tool that helps you train smart agents for real-world tasks using reinforcement learning, especially with the GRPO method. The standout feature is RULER, which lets you skip the hard work of designing reward functions by using a large language model to automatically score how well your agent is doing—just describe your task, and RULER takes care of the rest. This makes building and improving agents much faster and easier, works for any task, and often performs as well as or better than hand-crafted rewards. You can install ART with a simple command and start training agents right away, even on your own computer or with cloud resources. https://github.com/OpenPipe/ART
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@amneumarkt · Post #713 · 12/19/2025, 05:44 PM
#visualization Broken Chart: discover 9 visualization alternatives – Dr Dominic Royé https://dominicroye.github.io/blog/2025-12-14-broken-charts/
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@amneumarkt · Post #649 · 12/05/2024, 09:01 PM
#visualization introduction | Deneb https://deneb-viz.github.io/
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@amneumarkt · Post #646 · 11/29/2024, 04:09 AM
#visualization Plotly will supports polars natively in v6 . https://github.com/plotly/plotly.py/releases/tag/v6.0.0rc0
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@amneumarkt · Post #643 · 11/24/2024, 03:57 PM
#visualization Dashboard Deutschland https://www.dashboard-deutschland.de/
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@amneumarkt · Post #619 · 09/04/2024, 05:35 PM
#visualization The Data Viz Tools We Used In 2023 https://data-viz-tools-2023.netlify.app
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@amneumarkt · Post #614 · 08/18/2024, 07:47 AM
#visualization There was a joke saying that every tree in Germany has been touched by some human. There's even a research on the topic of how dense the buildings are in Germany. Based on this research, the farthest distance that is away from a building is only 6.3km. I just can't believe this. I feel something is wrong but I don't have data to validate. Behnisch, Martin, Martin Schorcht, Steffen Kriewald, and Diego Rybski. 2019. “Settlement Percolation: A Study of Building Connectivity and Poles of Inaccessibility.” Landscape and Urban Planning 191 (103631): 103631.
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@amneumarkt · Post #592 · 06/27/2024, 09:56 PM
#visualization Beautiful. There are details that the author designed quite well. How long are the nights? https://plotparade.com/gallery_sunrise.html
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@amneumarkt · Post #566 · 03/29/2024, 01:55 PM
#visualization Some comments in this post are just so funny. https://www.reddit.com/r/MapPorn/s/HsLvLGzLb6
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@amneumarkt · Post #518 · 12/20/2023, 08:35 AM
#visualization Source: https://www.statista.com/statistics/520952/netherlands-number-of-live-born-children-by-marital-status-of-the-mother/
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@amneumarkt · Post #514 · 12/01/2023, 03:12 PM
#visualization Finland vs UK, and Turkiye/Turkey is such a nice example of data quality issues. https://www.reddit.com/r/MapPorn/s/QYGauVmzOP
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@amneumarkt · Post #505 · 11/09/2023, 07:13 PM
#visualization https://www.reddit.com/r/dataisbeautiful/s/V05LnvCzqC
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