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.
Smart Draft Board
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Optional: You can also download GitHub Desktop (https://desktop.github.com) if you prefer a GUI version, but this guide focuses on Git Bash to understand the basics. - Source: dev.to / 6 months ago
Download the latest version from the GitHub Desktop website. - Source: dev.to / over 1 year ago
Iโm not going to dive into Git commands here โ you can find plenty of tutorials online. If youโre not a fan of using the plain terminal CLI, you can also manage repositories with tools like GitHub Desktop or SourceTree, which provide a more visual, intuitive interface. - Source: dev.to / over 1 year ago
Using terminal commands isnโt necessary for basic adoption of Git with Corticon Studio files, though. There are various tools that will allow us to bypass the command line when defining rules, including the built-in Eclipse plugin for Git version control. If youโll be storing your assets on GitHub, though, an even easier solution is GitHub Desktop, a free desktop software that GitHub offers. It can be used in... - Source: dev.to / almost 2 years ago
Nix currently is akin to git's "porcelain": powerful but esoteric. However, much like git evolved into exoteric, user-friendly tools such as git-flow, GitHub Desktop, and Tower to become user-friendly, many developers are building abstractions, wrappers, and utilities to simplify Nix usage. Let's briefly look at a few of these tools now. - Source: dev.to / almost 2 years ago
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