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Trouble finding parking at UB? Play this fun retro style arcade game to master your ability to navigate through parking at UB!
Next-spin payout forecasts for 1,536 slot machines from an ensemble of 12 small GRU sequence models, run as a deterministic numpy forward pass that reproduces the submitted CSV exactly.
Forecasting slot machine payouts with two-stage LightGBM models
Reverse-engineering a hidden slot-machine simulator to forecast next-spin payout odds.
Flooded Inbox? Why can't you see the emails you want to read? Filtr allows for users to see the emails they want to see by filtering their notifications based on the keywords users enter.
An Ai on-call engineer for cloud systems
Voice-first health information assistant.
oui
Lets stop texting and driving with AI agents on your phone.
A poker bot that estimates its chance of winning every hand, learns how its opponent plays, and never breaks the rules.
Highly optimized ensemble CNN trained on partially synthetic data.
Pinch now, grip 2.56 seconds later.
A Bayesian model that learns machine-specific patterns, regime changes, and cross-machine signals to forecast probabilities across five payout outcomes. Scored 58.43/60 on public validation.
A cozy corner of the internet, built for authentic human connection between gamers.
We made a predictive model
Polaris is an autonomous poker bot built for head-to-head play, pairing a solid precomputed strategy with split-second decision-making and adjusting to each opponent’s tendencies as the match unfolds.
A poker bot
Your hackathon has a body clock. We measured it with live check-ins and a fatigue game, then turned the data into an organizer playbook.
Heads Up submission for team green-fn
Our poker bot designed to outplay any opponent.
We developed an interactive dashboard that looks into the 10 least productive slot machines out of 300, compiling different sets of data to create a resulting conclusion.
Analyze slot machine outputs to find patterns or any other indications of payout odds
Secret Santa is a beloved game among groups. An issue is the distance that separates people. When planning your holiday parties, make Secret Santa a breeze with this Discord Secret Santa helper.
A stdlib-Python forecaster that learns each slot machine's lag patterns with a context mixture, then sharpens them with XGBoost residual trees: 18.0/20 on the adaptation validation set.
