Show HN: Credit reports about German companies https://ift.tt/IeXLqyD

Show HN: Credit reports about German companies Hello, In addition to my studies in computer science, I have been working on a side project. I obtain data from the Unternehmensregister, a register where every German limited company is required to publish their financial statements. These statements are published as HTML files and are completely unstructured. While financial statements often look similar, companies are not required to follow a specific structure, which often leads to inconsistently formatted statements. The use of the Unternehmensregister is completely free, so you can check out some examples. I wrote code that converts the unstructured financial statements into structured data using the ChatGPT API. This works well. Of course, there are some problems that have not yet been solved, but data extraction works well for the majority of companies. I than coded a Random Forest algorithm to estimate the probability of default for a company based on its financial statement from the Unternehmensregister. I built a website to present the structured data along with the scores. Essentially, I create a credit reports for companies. Currently, there are four companies in Germany that also create credit reports (Schufa, Creditreform, Crif, and Creditsafe). Other companies resell the data from these four providers. I provide the same services as these companies, but without including personal information such as directors or investors. The market for this service is quite large; for example, Creditreform sold over 26 million credit reports about companies in 2020. My probability of default prediction performs quite well, achieving an AUC score of 0.87 on my test data. An AUC of 0.87 means that there is an 87% chance that the model ranks a randomly selected company that defaults higher than a randomly selected company that does not default. Additionally, there are many more companies to crawl for my database. Currently, I am focusing on companies that are required to publish their profit and loss statements. For testing purposes, there are currently 2,000 companies available on my website. At the moment, the website is only available in German, but you can use Google Translate, which works ok for my website. Thank you very much for your feedback! https://bonscore.org/ December 12, 2024 at 09:59PM

Show HN: Convert your LinkedIn profile to a resume https://ift.tt/uJX9bwp

Show HN: Convert your LinkedIn profile to a resume https://ift.tt/xiMsWcD December 12, 2024 at 12:36AM

Muni Honored with 2024 Transit Rider Choice Awards

Muni Honored with 2024 Transit Rider Choice Awards
By Jeanne Brophy

We are thrilled to be honored in several categories of the 2024 Transit Rider Choice Awards. These awards are based on feedback from more than 100,000 Transit app users across North America. They acknowledge the U.S. and Canadian transit systems that have been at the top of their game this year. Here’s where you gave us props: Social Butterflies Champion: Ranked #1 for social and recreational transit use. This showcases our essential role in connecting people to San Francisco’s vibrant cultural life. Car-Free Lifestyle Leader: Secured the top position among agencies whose riders are least...

Published December 11, 2024 at 05:30AM
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Show HN: Jp3g: a fast private bulk image to JPEG/WebP converter https://ift.tt/OT9byXg

Show HN: Jp3g: a fast private bulk image to JPEG/WebP converter https://jp3g.org/ December 11, 2024 at 09:23PM

Show HN: Gentrace – connect to your LLM app code and run/eval it from a UI https://ift.tt/An7N6dv

Show HN: Gentrace – connect to your LLM app code and run/eval it from a UI Hey HN - Doug from Gentrace here. We originally launched Gentrace via Show HN in August of 2023. Since then, a million products have emerged in the LLM ops category. And what we've noticed is that almost none of them solve the core workflow: testing prompts, parameters, and other changes in your actual app, from a frontend where people can collaborate on the dataset, evals, or experiments to be run. So, we built that and are relaunching the company around that idea. Gentrace is the collaborative LLM app testing and experimentation platform that brings together engineers, PMs, subject matter experts, and more to run and test your actual end-to-end app. To do this, use our SDK to: - connect your app to Gentrace as a live runner over websocket (local) / via webhook (staging, prod) - wrap your parameters (eg prompt, model, top-k) so they become tunable knobs in the front end - edit the parameters and then run / evaluate the actual app code with datasets and evals in Gentrace We think it's great for tuning retrieval systems, upgrading models, and iterating on prompts. It's free to trial. Would love to hear your feedback / what you think. https://gentrace.ai/ December 11, 2024 at 02:05AM

Making it Easier to Find Accessible Parking: Updated Map

Making it Easier to Find Accessible Parking: Updated Map
By Sean Goss

We’re excited to tell you about changes we’ve made to our accessible parking map. The map shows the location of all accessible parking spaces across the city. These updates make it simpler for people with disabilities to find parking. What is accessible parking? Accessible parking spaces have special features for people with mobility disabilities. For example, we locate them near curb ramps. This helps people who use wheelchairs, walkers, canes or other mobility devices go from street level to the sidewalk. We call accessible parking spaces “blue zones” because of the blue curb paint and blue...

Published December 10, 2024 at 05:30AM
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Show HN: Chrome extension – See if HN discussed a website while you browse it https://ift.tt/k78nuoD

Show HN: Chrome extension – See if HN discussed a website while you browse it I built a Chrome extension that shows existing Hacker News posts for the current website. Background: Often when I read articles or websites, I find the associated HN posts and discussions at least as interesting as the content itself. I have been wishing for a solution to have all HN discussions for a page I am visiting directly to my fingertips, without searching. In fact, there are already extensions for it, but all of them (at the time of my search) were only developed with Manifest v2 and will therefore soon be deactivated. For this reason (and to get to know the development process of an extension better) I decided to develop a solution myself using the HN Algolia Search API and Manifest v3. The result is a simple little tool that solves my problem perfectly. Feel free to try it out - it's open source and available in Chrome Web Store. https://ift.tt/GZLHvRf December 10, 2024 at 09:43PM