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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 #15539 · Mar 5
#python#agent#llm#llm_agent#llm_reasoning#machine_learning_systems#mlsys#reinforcement_learning#rl AReaL is a free, open-source system for fast asynchronous reinforcement learning to train large AI models in math, coding, search, and agents. It decouples generation and training for up to 2.77x speedup, stable performance, and easy setup on single or 1000+ GPUs with algorithms like GRPO/PPO. Install via git/pip, run examples like GSM8K math instantly. You benefit by building top AI agents affordably and quickly, reproducing results with shared data/models, saving time/money vs. slow synchronous tools. https://github.com/inclusionAI/AReaL
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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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