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Smart Draft Board
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Smart Draft Board is a fantasy sports analytics platform covering AFL SuperCoach, AFL Fantasy, NRL SuperCoach, FPL Draft, FPL Classic, and Fantrax โ all under one login. At its core is a GAMM (Generalised Additive Mixed Model) projection engine trained on 140,000+ player-round observations across five sport and platform combinations. Each stat is modelled independently with partial pooling and confidence tiers (AโD), so coaches know which projections to trust. Projections adapt per platform โ the same player gets different scores for SuperCoach vs AFL Fantasy because scoring weights differ. Draft tools include VBD-powered rankings (Value Over Replacement Player), a bye planner, Smart Rank composite scoring, mock drafts against AI opponents, and a shareable draft board with real-time pick tracking. For Classic/salary cap formats, the Salary Cap Lab provides PPD rankings, a position grid builder, budget tracker, price prediction, cash cow sell signals, a trade simulator, and a six-dimension team health score. Season Mode covers 14 phases of in-season management: waiver wire, trade planner, fixture heatmap, weekly dashboard, captain picker, lineup optimizer, round review, power rankings, trade grades, draft tracker, season timeline, matchup mode, price prediction, and injury intelligence. The Projection Studio lets coaches build custom profiles by blending GAMM models, recent form, career baselines, and manual per-stat overrides โ with Monte Carlo simulations showing full score distributions. League Sync connects SuperCoach, AFL Fantasy, FPL, or Fantrax accounts to import rosters, matchups, and scoring automatically. Every recommendation then tailors to the coach's actual squad. A generous free tier includes full rankings, projections, and draft board. Pro ($39.99/yr AUD) unlocks Season Mode, Salary Cap Lab, unlimited projection profiles, live league sync, Monte Carlo simulations, and scenario analysis.
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Let's start by preparing a sample application that we want to place in a Docker image. This will be a web application created using the React framework and its create-react-app tool. It will generate a code template and configuration, allowing us to focus on the image creation aspects. - Source: dev.to / about 1 year ago
Python integrates seamlessly with machine learning (TensorFlow, PyTorch) and data analytics stacks (Pandas). Node.js integrates better with frontend JS ecosystems like React, Vue, and Next.js. - Source: dev.to / 10 months ago
Dora AI exemplifies this. Allan Murphy Bruun adds, "What makes it different is its context-aware logic stitching that understands user flows beyond just UI elements." By analyzing Figma designs, it generates React code with state management, saving hours in development. - Source: dev.to / 11 months ago
Import { createFileRoute } from "@tanstack/react-router"; Import logo from "../../logo.svg"; Import "../../App.css"; Export const Route = createFileRoute("/_authenticated/")({ component: AuthenticatedRoute, }); Function AuthenticatedRoute() { return (- Source: dev.to / about 1 year ago
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One inspiring example is a developer building a "Todoist Clone" using a combination of React, Node.js, and MongoDB. The developer tapped into open source libraries and community support to create a highly responsive task management application. This project underscores how indie hackers can achieve rapid development and adaptation with minimal budget โ a theme echoed in several indie hacking success stories. - Source: dev.to / about 1 year ago
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