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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.
Kindness gets passed along, but nobody sees where it goes. Kindred Link turns kind acts into chains on a map of your neighbourhood, so you can pass it on and watch it grow.
No teacher can spot every lost student in a big room. SYNC with your class: students can get help the moment they fall behind, and teachers see who's struggling while there's still time to fix it.
This is an educational game for AP Literature!
All six levels of Rev's Casino cleared in 4,822 tokens total, 3,034 of them on the Vault.
A CFR+ solver strategy with an opponent-exploiting layer, validated against 40+ opponents and bots built specifically to beat it.
Optimized NumPy decision model trained on Monte Carlo simulations.
ICheck is an educational eye-health screening prototype to provide a simple and accessible platform for users to educate themselves about their eye health.
A poker bot that combines probability, opponent adaptation, and selective bluffs within an eight-second time bank.
Filewarden checks every file that lands in a family NAS inbox folder before anyone opens it, and moves risky files to quarantine with a plain-language reason.
One late part can stop a car factory. Our AI agents find every affected order and fix it automatically. Builds rescheduled, dealers notified, loaners assigned, every step explained.
AI flight controller for spacecraft: finds the root cause of anomalies, acts within safe limits, checks the fix worked, and asks a human before anything risky.
一个集待办事项、日程管理、习惯追踪和生活记录于一体的个人生活管理平台。
A local AI reads the client's messages, rules check its quotes and prices, you approve, and PayPal gets a checked invoice draft.
Connecting generations through shared skills and movement.
Build-A-Dataset
An LLM agent that learns a retailer's labeling conventions from its own mistakes: teacher-written rules, retrieved examples and learned corrections. 0.809 to 0.900 Q from learning.
Really good forecasting
Participant Pulse: a traceable dataset of 140 TAMU Datathon Discord messages across all 8 challenge channels, coded by theme and explored in an interactive, honest dashboard.
A product attribute prediction agent that learns from labeled examples and turns recurring mistakes into readable rules, validated on brands it hasn’t seen.
Battery Bloodhound is a smart bin that spots lithium batteries with AI vision, keeps them out of the trash, and warns of fire risk early, so garbage trucks and recycling plants stay safe.
Predicting the hidden slot machine payout probabilities from previous outcomes using probability models.
AI agents that read, ground and prove every fix before the factory moves.
