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🌟 shiyu-coder/Kronos caught my eye on GitHub Trending today.
🔗 https://github.com/shiyu-coder/Kronos
📝 Kronos: A Foundation Model for the Language of Financial Markets
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Kronos is the first open-source foundation model for financial candlesticks (K-lines), trained on data from over 45 global exchanges. It's designed to handle the unique, high-noise characteristics of financial data using a novel two-stage framework: a specialized tokenizer that quantizes continuous, multi-dimensional K-line data into hierarchical discrete tokens, and a large, autoregressive Transformer pre-trained on these tokens.
The model is
To get started, you can install the dependencies using
Kronos is suitable for quantitative researchers, financial analysts, and developers interested in building applications related to financial markets.
Kronos allows for efficient processing of multiple time series in parallel, making it a powerful tool for batch prediction and backtesting. With Kronos, you can unlock the power of foundation models in finance and take your forecasting and trading strategies to the next level: forecast your future with Kronos.
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/shiyu-coder/Kronos
📝 Kronos: A Foundation Model for the Language of Financial Markets
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Kronos is the first open-source foundation model for financial candlesticks (K-lines), trained on data from over 45 global exchanges. It's designed to handle the unique, high-noise characteristics of financial data using a novel two-stage framework: a specialized tokenizer that quantizes continuous, multi-dimensional K-line data into hierarchical discrete tokens, and a large, autoregressive Transformer pre-trained on these tokens.
The model is
pre-trained and can be fine-tuned for specific tasks, such as forecasting. It's available in various sizes, including Kronos-mini, Kronos-small, and Kronos-base, which can be accessed from the Hugging Face Hub. To get started, you can install the dependencies using
pip install -r requirements.txt, load a pre-trained model and its corresponding tokenizer, and then use the KronosPredictor class to make forecasts. Kronos is suitable for quantitative researchers, financial analysts, and developers interested in building applications related to financial markets.
Kronos allows for efficient processing of multiple time series in parallel, making it a powerful tool for batch prediction and backtesting. With Kronos, you can unlock the power of foundation models in finance and take your forecasting and trading strategies to the next level: forecast your future with Kronos.
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🧠 Channel: https://xn--r1a.website/GithubRe
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🔥 swc-project/swc is trending — and it deserves your attention.
🔗 https://github.com/swc-project/swc
📝 Rust-based platform for the Web
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Introducing SWC, the Speedy Web Compiler, a super-fast TypeScript and JavaScript compiler written in Rust. It's a library for both Rust and JavaScript, with a focus on speed and performance.
To get started with SWC, you can use it from either Rust or JavaScript. For Rust users, the entry point is the
Some key features of SWC include its ability to ensure compatibility with the latest version of each crate, as well as its support for Node versions 10+ for usage and 20+ for development.
From a technical standpoint, SWC has a minimum supported Rust version (MSRV) of 1.73 and provides a script to update all SWC crates.
The target audience for SWC includes developers looking for a fast and efficient compiler for their web development projects.
In terms of performance, SWC has been shown to outperform other compilers in benchmark tests, as seen on the website.
The project is community-driven and maintained by a group of volunteers, with opportunities for contributors to get involved and support the project's future development.
In short, SWC is a game-changer for web development - compile your code faster with SWC and take your projects to the next level!
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/swc-project/swc
📝 Rust-based platform for the Web
──────────────────────────────
Introducing SWC, the Speedy Web Compiler, a super-fast TypeScript and JavaScript compiler written in Rust. It's a library for both Rust and JavaScript, with a focus on speed and performance.
To get started with SWC, you can use it from either Rust or JavaScript. For Rust users, the entry point is the
parser, while JavaScript users can refer to the docs on the website. Some key features of SWC include its ability to ensure compatibility with the latest version of each crate, as well as its support for Node versions 10+ for usage and 20+ for development.
From a technical standpoint, SWC has a minimum supported Rust version (MSRV) of 1.73 and provides a script to update all SWC crates.
The target audience for SWC includes developers looking for a fast and efficient compiler for their web development projects.
In terms of performance, SWC has been shown to outperform other compilers in benchmark tests, as seen on the website.
The project is community-driven and maintained by a group of volunteers, with opportunities for contributors to get involved and support the project's future development.
In short, SWC is a game-changer for web development - compile your code faster with SWC and take your projects to the next level!
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🧠 Channel: https://xn--r1a.website/GithubRe
Github Top Repositories
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🎯 teslamate-org/teslamate landed on trending. Worth a proper look.
🔗 https://github.com/teslamate-org/teslamate
📝 A self-hosted data logger for your Tesla 🚘 [main maintainer=@JakobLichterfeld]
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TeslaMate is a powerful, self-hosted data logger for your Tesla, written in
Key features include customizable theme mode, geo-fencing, charge cost tracking, and support for multiple vehicles per Tesla account. The project also includes a range of dashboards, such as battery health, charge level, and drive stats, which can be visualized using
To get started, users can access the official documentation at
TeslaMate is ideal for Tesla owners who want to track their vehicle's data and optimize their driving experience. With its open-source nature and active community of contributors, TeslaMate is a reliable and constantly evolving solution.
Takeaway: Unlock the full potential of your Tesla with TeslaMate, the ultimate self-hosted data logger.
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/teslamate-org/teslamate
📝 A self-hosted data logger for your Tesla 🚘 [main maintainer=@JakobLichterfeld]
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TeslaMate is a powerful, self-hosted data logger for your Tesla, written in
Elixir and storing data in a Postgres database. It provides high precision drive data recording, automatic address lookup, and easy integration into Home Assistant, Node-Red, and Telegram via MQTT. The project is licensed under the GNU Affero General Public License v3.0 (AGPLv3), ensuring it remains free and open for everyone.Key features include customizable theme mode, geo-fencing, charge cost tracking, and support for multiple vehicles per Tesla account. The project also includes a range of dashboards, such as battery health, charge level, and drive stats, which can be visualized using
Grafana.To get started, users can access the official documentation at
https://docs.teslamate.org and obtain the software from the official GitHub repository. It's essential to use only the official version to protect against malicious forks and data theft.TeslaMate is ideal for Tesla owners who want to track their vehicle's data and optimize their driving experience. With its open-source nature and active community of contributors, TeslaMate is a reliable and constantly evolving solution.
Takeaway: Unlock the full potential of your Tesla with TeslaMate, the ultimate self-hosted data logger.
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🧠 Channel: https://xn--r1a.website/GithubRe
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Github Top Repositories
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🌟 iptv-org/iptv caught my eye on GitHub Trending today.
🔗 https://github.com/iptv-org/iptv
📝 Collection of publicly available IPTV channels from all over the world
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The iptv-org/iptv repository is a collection of publicly available IPTV channels from around the world, offering a wide range of channels for users to access. The key features of this repository include playlists that can be easily accessed and used in any video player that supports live streaming, as well as an Electronic Program Guide (EPG) for most channels. To use, simply paste the link to one of the playlists into a video player and press
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/iptv-org/iptv
📝 Collection of publicly available IPTV channels from all over the world
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The iptv-org/iptv repository is a collection of publicly available IPTV channels from around the world, offering a wide range of channels for users to access. The key features of this repository include playlists that can be easily accessed and used in any video player that supports live streaming, as well as an Electronic Program Guide (EPG) for most channels. To use, simply paste the link to one of the playlists into a video player and press
Open. The repository also includes a database of channel data and an API for further development. This repository is ideal for users looking for free and public IPTV channels, as well as developers who want to build upon the existing API and database. With its easy-to-use playlists and comprehensive EPG, this repository is a great resource for anyone looking to access IPTV channels. You can now stream your favorite channels for free - all in one place!──────────────────────────────
🧠 Channel: https://xn--r1a.website/GithubRe
🔥 puppeteer/puppeteer is trending — and it deserves your attention.
🔗 https://github.com/puppeteer/puppeteer
📝 JavaScript API for Chrome and Firefox
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Puppeteer is a JavaScript library that provides a high-level API to control Chrome or Firefox over the DevTools Protocol or WebDriver BiDi. It runs in headless mode by default, making it perfect for automation tasks.
Key features include a high-level API, headless mode, and support for both Chrome and Firefox.
To get started with
Here's an example of how to use
Puppeteer is ideal for developers looking to automate browser tasks, and its high-level API makes it easy to use.
With Puppeteer, you can automate beyond recorder - it's not just a tool, it's a game-changer for browser automation.
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/puppeteer/puppeteer
📝 JavaScript API for Chrome and Firefox
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Puppeteer is a JavaScript library that provides a high-level API to control Chrome or Firefox over the DevTools Protocol or WebDriver BiDi. It runs in headless mode by default, making it perfect for automation tasks.
Key features include a high-level API, headless mode, and support for both Chrome and Firefox.
To get started with
puppeteer, you can install it using npm i puppeteer or npm i puppeteer-core for a library-only installation. Here's an example of how to use
puppeteer:import puppeteer from 'puppeteer';
const browser = await puppeteer.launch();
const page = await browser.newPage();
await page.goto('https://developer.chrome.com/');
Puppeteer is ideal for developers looking to automate browser tasks, and its high-level API makes it easy to use.
With Puppeteer, you can automate beyond recorder - it's not just a tool, it's a game-changer for browser automation.
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🧠 Channel: https://xn--r1a.website/GithubRe
Github Top Repositories
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💡 meshery/meshery just hit the trending charts — here's why it matters.
🔗 https://github.com/meshery/meshery
📝 Meshery, the cloud native manager
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Meshery is an open-source, cloud-native manager that enables the design and management of Kubernetes-based infrastructure and applications. Its key features include visual and collaborative GitOps, infrastructure lifecycle management, and support for 380+ cloud-native integrations. Meshery provides a single pane of glass to manage multiple Kubernetes clusters across different cloud providers, allowing for consistent configuration, operation, and observability.
Meshery offers a range of tools, including a
The target audience for Meshery includes cloud-native developers, DevOps teams, and organizations looking to streamline their Kubernetes management. Meshery is a Cloud Native Computing Foundation (CNCF) project, ensuring its alignment with industry standards and best practices.
Overall, Meshery simplifies the management of cloud-native infrastructure, freeing developers from the complexities of YAML and enabling them to focus on building innovative applications.
You can try Meshery in your browser using the Cloud Native Playground.
One-liner takeaway: Meshery revolutionizes Kubernetes management with its intuitive, collaborative, and extensible platform, empowering developers to build and deploy cloud-native applications with ease.
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/meshery/meshery
📝 Meshery, the cloud native manager
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Meshery is an open-source, cloud-native manager that enables the design and management of Kubernetes-based infrastructure and applications. Its key features include visual and collaborative GitOps, infrastructure lifecycle management, and support for 380+ cloud-native integrations. Meshery provides a single pane of glass to manage multiple Kubernetes clusters across different cloud providers, allowing for consistent configuration, operation, and observability.
Meshery offers a range of tools, including a
catalog of curated design templates, dry-run deployment simulation, and context-aware policies for applications. It also features workspaces for team collaboration and organization, and environments for managing connections and credentials.The target audience for Meshery includes cloud-native developers, DevOps teams, and organizations looking to streamline their Kubernetes management. Meshery is a Cloud Native Computing Foundation (CNCF) project, ensuring its alignment with industry standards and best practices.
Overall, Meshery simplifies the management of cloud-native infrastructure, freeing developers from the complexities of YAML and enabling them to focus on building innovative applications.
You can try Meshery in your browser using the Cloud Native Playground.
One-liner takeaway: Meshery revolutionizes Kubernetes management with its intuitive, collaborative, and extensible platform, empowering developers to build and deploy cloud-native applications with ease.
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🧠 Channel: https://xn--r1a.website/GithubRe