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Source channel @githubtrending · Post #14697 · May 11

#go#attacks_prevention#detection#linux#protection#security CrowdSec is an open-source security solution that helps protect servers from malicious IP addresses. It uses a community-driven approach, where users share information about threats they've faced, creating a shared blocklist to prevent attacks. CrowdSec's Security Engine can detect bad behaviors by analyzing logs and HTTP requests, and it supports multiple platforms. This system is fast, easy to use, and designed for modern infrastructures, making it a powerful tool for securing your systems against various threats. By using CrowdSec, you benefit from collective protection and can focus on real security issues. https://github.com/crowdsecurity/crowdsec

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Repositorio data science

@repo_science · Post #4131 · 05/18/2024, 09:06 PM

​​#DL 📱 Zeus New Pytorch Ecosystem Tool Zeus is an open source toolkit for measuring and optimizing power consumption of deep learning workloads. 🖥Github ----- Main channel: @repo_science Coupons: @freecoupons_reposcience -----

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Am Neumarkt 😱

@amneumarkt · Post #706 · 11/21/2025, 07:53 AM

#dl Introducing more symmetries in attention https://github.com/NVIDIA/torch-harmonics https://neurips.cc/virtual/2025/loc/san-diego/poster/117783

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@amneumarkt · Post #691 · 10/05/2025, 07:41 AM

#dl Park, Chanwook, Sourav Saha, Jiachen Guo, Hantao Zhang, Xiaoyu Xie, Miguel A. Bessa, Dong Qian, et al. 2025. “Unifying Machine Learning and Interpolation Theory via Interpolating Neural Networks.” Nature Communications 16 (1): 1–12. https://www.nature.com/articles/s41467-025-63790-8

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@amneumarkt · Post #683 · 06/28/2025, 07:04 AM

#dl A few cool ideas in this model. Introducing Gemma 3n: The developer guide - Google Developers Blog https://developers.googleblog.com/en/introducing-gemma-3n-developer-guide/

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@amneumarkt · Post #681 · 06/14/2025, 08:43 AM

#dl So tensorflow and jax are deprecated in the transformers package. https://github.com/huggingface/transformers/pull/38758

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Am Neumarkt 😱

@amneumarkt · Post #625 · 10/03/2024, 09:31 PM

#dl PyTorch Native Architecture Optimization: torchao | PyTorch https://pytorch.org/blog/pytorch-native-architecture-optimization/

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@amneumarkt · Post #602 · 07/20/2024, 05:48 AM

#dl There is this new lib called scale. One could compile CUDA code to use it on AMD GPU. https://docs.scale-lang.com/manual/how-to-use/ I don't know who is more pissed off, NVidia or AMD.

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Am Neumarkt 😱

@amneumarkt · Post #556 · 03/16/2024, 09:09 AM

#dl This repo is really nice. yuanchenyang/smalldiffusion: Simple and readable code for training and sampling from diffusion models https://github.com/yuanchenyang/smalldiffusion

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@amneumarkt · Post #506 · 11/13/2023, 08:30 AM

#dl Google & USC benchmarked a prompt based forecasting method, and the results are amazing. Cao D, Jia F, Arik SO, Pfister T, Zheng Y, Ye W, et al. TEMPO: Prompt-based Generative Pre-trained Transformer for time series forecasting. arXiv [cs.LG]. 2023. Available: http://arxiv.org/abs/2310.04948

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