Show HN: Ploomber Cloud (YC W22) – run notebooks at scale without infrastructure https://ift.tt/UXQnSbO

Show HN: Ploomber Cloud (YC W22) – run notebooks at scale without infrastructure Hi, we’re Ido & Eduardo, the founders of Ploomber. We’re launching Ploomber Cloud today, a service that allows data scientists to scale their work from their laptops to the cloud. Our open-source users ( https://ift.tt/QqpTvUm ) usually start their work on their laptops; however, often, their local environment falls short, and they need more resources. Typical use cases run out of memory or optimize models to squeeze out the best performance. Ploomber Cloud eases this transition by allowing users to quickly move their existing projects into the cloud without extra configurations. Furthermore, users can request custom resources for specific tasks (vCPUs, GPUs, RAM). Both of us experienced this challenge firsthand. Analysis usually starts in a local notebook or script, and whenever we wanted to run our code on a larger infrastructure we had to refactor the code (i.e. rewrite our notebooks using Kubeflow’s SDK) and add a bunch of cloud configurations. Ploomber Cloud is a lot simpler, if your notebook or script runs locally, you can run it in the cloud with no code changes and no extra configuration. Furthermore, you can go back and forth between your local/interactive environment and the cloud. We built Ploomber Cloud on top of AWS. Users only need to declare their dependencies via a requirements.txt file, and Ploomber Cloud will take care of making the Docker image and storing it on ECR. Part of this implementation is open-source and available at: https://ift.tt/OEG9Dqy Once the Docker image is ready, we spin up EC2 instances to run the user’s pipeline distributively (for example, to run hundreds of ML experiments in parallel) and store the results in S3. Users can monitor execution through the logs and download artifacts. If source code hasn’t changed for a given pipeline task, we use cached artifacts and skip redundant computations, severely cutting each run's cost, especially for pipelines that require GPUs. Users can sign up to Ploomber Cloud for free and get started quickly. We made a significant effort to simplify the experience ( https://ift.tt/oKxWvPi ). There are three plans ( https://ift.tt/lTrX9nD ): the first is the Community plan, which is free with limited computing. The Teams plan has a flat $50 monthly and usage-based billing, and the Enterprise plan includes SLAs and custom pricing. We’re thrilled to share Ploomber Cloud with you! So if you’re a data scientist who has experienced these endless cycles of getting a machine and going through an ops team, an ML engineer who helps data scientists scale their work, or you have any feedback, please share your thoughts! We love discussing these problems since exchanging ideas sparks exciting discussions and brings our attention to issues we haven’t considered before! You may also reach out to me at ido@ploomber.io. June 29, 2022 at 08:34PM

Show HN: ColorTiles Browser Game https://ift.tt/9LSalV1

Show HN: ColorTiles Browser Game Hello HN! Here is a little game I made, colorful tiles must be placed next to other tiles and match in symbol or color. This game is inspired by Passage 3 and similar games like Qwirkle, Rummy or Dominoes. There exist some browser-based versions here and there, but I wasn't completely satisfied with any of them, so I made my own. This is optimized for a broad range of screen sizes and auto-rotates the playing field for narrow (portrait) viewports. As I've discovered with my own parents, folks who enjoy playing Solitaire, Hearts and similar games might enjoy this as well, so gladly spread the word. Have fun and feedback is appreciated! :) https://colortiles.net/ June 29, 2022 at 08:08PM

Show HN: Create a Step-by-Step Walkthrough of a Pull Request https://ift.tt/KEBmyQt

Show HN: Create a Step-by-Step Walkthrough of a Pull Request https://www.gitline.io/ June 29, 2022 at 07:06PM

Show HN: Privately own or co-use DialMe phone numbers to receive SMS on web https://ift.tt/mXisqK0

Show HN: Privately own or co-use DialMe phone numbers to receive SMS on web Use brand-new or co-use free SIM-based phone numbers to receive texts to your URL without providing your ID. Don't wait for shipping or pay taxes and activation fees for your DialMe phone numbers. Texts are visible on your dashboard within seconds. https://www.dialme.shop June 29, 2022 at 06:11PM

Show HN: We created a data-driven sticky note powered by AI https://ift.tt/TYWsKwr

Show HN: We created a data-driven sticky note powered by AI https://www.notably.ai/ June 29, 2022 at 05:34AM

Show HN: The Fastest Slider library for high performance websites https://ift.tt/NnGiTW7

Show HN: The Fastest Slider library for high performance websites https://ift.tt/KviAO3u June 29, 2022 at 01:42AM

Show HN: Flookup – Data cleaning by fuzzy matching https://ift.tt/w6OpzhR

Show HN: Flookup – Data cleaning by fuzzy matching Hello HN! It has been about three years since I launched this current iteration of my Google Sheets add-on called Flookup. I'm a solo developer and, currently, I handle absolutely everything to do with Flookup from writing code, designing the user interface, replying support emails and even marketing. It is quite a lot of work but very satisfying when I see how helpful it has been to my userbase. Before Flookup, there was only one prominent Google Sheets add-on that could be used for data cleaning (to a certain degree) but, luckily for men, it had left a gap in its functionality that I was very glad to fill. To develop Flookup, I had to write a new algorithm from the ground up in order to make it more useful to my userbase. Originally, this userbase comprised me and a small team at an organisation I was working for but, today, that number has grown to at least 10,000 Daily Active Users all over the world (except Antarctica). What is Flookup? It is an add-on that uses fuzzy matching algorithms to power its data cleaning functions. Flookup's functions allow you to match or merge tables without worrying about how uniform your data is. You can also highlight and remove duplicates even if the text contains typos, punctuations marks or spelling differences. So, today, I'm inviting you to try it out and let me know what you think... here is the link: > https://ift.tt/xb7M0yO Your free trial is free and unlimited. Thank you; I hope you like it! June 29, 2022 at 01:37AM