Nix is a powerful, purely functional package manager that offers reliable and reproducible build and deployment processes, eliminating many of the challenges traditionally associated with software lifecycle management. In this article, we explore the integration of Nix with CI, CD, and CT pipelines and explain how it can streamline DevOps and MLOps processes. What is a CI/CD pipeline? CI/CD stands for continuous integration and continuous deployment (or continuous delivery). A CI/CD pipeline is a set of automated processes […]

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It’s hard to keep up with the ever-changing trends of the fashion world. What’s “in” one minute is often out of style the next season, potentially causing you to re-evaluate your wardrobe. Staying current with the latest fashion styles can be wasteful and expensive, though. Roughly 92 million tons of textile waste are produced annually, including the clothes we discard when they go out of style or no longer fit. But what if we could simply reassemble our clothes […]

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Hey guys! Im new to RL and I implemented A2C with pytorch to train on CartPole. Ive been trying to find whats wrong with my code for days and Id really appreciate your help. https://preview.redd.it/4fmtqd3x8bbg1.png?width=712&format=png&auto=webp&s=97bba65d031ada8a03ef5e221078b9d4cc0b7fcc My training algorithm does learn in the end, but it takes more than 1000 episodes just to escape the random noise range at the beginning without learning anything (avg reward of 10 to 20). After that it does learn well but is still […]

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Producing digital advertising at global scale has become less about one standout campaign and more about volume, speed, and consistency. For consumer brands operating across dozens of markets, the challenge is not creativity alone, but how to keep content flowing without repeating expensive production cycles. That pressure is pushing some large companies to test where AI fits inside everyday marketing work. At L’Oréal, AI-generated creative tools are being used to support parts of the digital advertising process, particularly […]

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The Rust programming language has been gaining more supporters in the developer community thanks to its focus on performance, safety, concurrency, and a rich ecosystem of libraries. In this blog post, we offer a concise overview of some noteworthy Rust libraries, selected based on their functionality and popularity among developers. What is a Rust library? In Rust, a library, commonly termed as a “crate,” provides precompiled routines (functions), scripts, and modules, allowing programmers to avoid redundant implementations. There […]

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