Show HN: DeepShot – an open-source NBA predictor with ML, EWMA, and live UI

2 f_sacco 0 8/27/2025, 10:03:28 PM github.com ↗

Hey everyone, I’m an NBA fan and Python dev, and I recently built DeepShot — a machine learning model that predicts NBA game outcomes with about 71% accuracy based on historical stats and rolling performance metrics (EWMA). It features: Real NBA data from Basketball Reference Exponentially Weighted Moving Averages to track momentum Interactive NiceGUI interface with team comparison and predictions Full Python stack and open-source (MIT license) Here’s the GitHub repo: https://github.com/saccofrancesco/deepshot And if you like it, here’s my Buy Me a Coffee: buymeacoffee.com/saccofrancesco Would love any feedback — especially from folks who’ve built sports models or worked on real-time stat tools. Also open to ideas on where to take this next (player-level modeling? betting advice dashboard?).

Ask HN: Why hasn't x86 caught up with Apple M series?

Anthropick.com Redirects to ChatGPT

Ask HN: How can I recover and run my old mobile game from the 2010s?

Ask HN: GitHub Copilot down?

Ask HN: Did modern AI's coding abilities make you lose interest in programming?

Ask HN: How to Learn to Build Agentic AI Systems (Like Claude Code)

Ask HN: What are the best Google alternatives in 2025?

Ask HN: What measures are you taking to stop AI crawlers?

Ask HN: Is backlink trading still a problem worth solving?

Ask HN: What to Do with Old iPads?

Units of Economics of LLMs. Reply to Ed Zitron's "AI Is a Money Trap"

Ask HN: Does sentience put stress on the brain?

Ask HN: Is there a temp phone number like temp email?

Out of curiosity: what kind of people use this "forum" (I mean Hacker News)?

Ask HN: Why are so many services rejecting Google Voice numbers for signups?

Ask HN: What should I use to run React Native tests on a device?

Ask HN: Best codebases to study to learn software design?

Stop squashing your commits. You're squashing your AI too

Ask HN: Any experienced devs who use AI extensively in their work?

Why is AI search still bad at trust and context?

Ask HN: Are AI filters becoming stricter than society itself?

Ask HN: How are you attributing your AI usage when developing software?

Patient Lisp Hacker Seeks Same for Long Walks Through IPL-V Code

Ask HN: Has anyone else used online communities that are archetypically "savvy"?

High rate of LLM (GPT5) hallucinations in dense stats domains (cricket)

Ask HN: Why can't ChatGPT count to a million?

Ask HN: What are you working on (August 2025)?

Ask HN: I just abandoned my PyCharm subscription, what should I use now?

429 Too Many Requests from registry.npmjs.org

How can a mutex in Wine be faster than a native one on Linux

Ask HN: What is wrong with modern software development

Ask HN: How do you find early stage startups to join

Ask HN: Recommandation for an Ergonomic Keyboard?

Ask HN: Someone has committed 20K+ LoC to a PR, exhausting my CI & AI workflows

Ask HN: Best Marketplaces for Used Servers?

Ask HN: Does using public transportation make you more creative than driving?

Ask HN: How can I trace what user queries make AI bots crawl my site?

Problem with Payment Gateways

ASK HN: AI in high school. Will teachers and schools have to compensate?

Ask HN: Why do people hate on Sabine Hossenfelder so much?

Ask HN: What is your source for answers?

Ask HN: How is Nvidia streaming 4k games while remote control sw is low q lag

Ask HN: Devices to allow children to listen to podcasts on my local network?

DSPy GEPA Example: Listwise Reranker

Ask HN: What is the biggest problem LLMs solved in your life/work?

Ask HN: No easy way for tvOS to display long documents (e.g., terms of service)?

Show HN: DeepShot – an open-source NBA predictor with ML, EWMA, and live UI

Comments (0)