Dc-4nderson / cic-skillbridge-models

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Model's Last Updated: April 02 2026

Introduction of cic-skillbridge-models

Model Details of cic-skillbridge-models

SkillBridge — Coding in Color Recommendation Models

Two ML models that power skill recommendations for the Coding in Color program.

Architecture
Model 1 (K-Means)  →  student archetype
                          ↘
                           LLM  →  skill rec + project idea
                          ↗
Model 2 (XGBoost)  →  follow-through probability
Model 1: Skill Cluster (K-Means)
  • Input: 36 integer skill columns (checkin counts per skill)
  • Output: Cluster name, confidence, distances
Model 2: Engagement Predictor (XGBoost)
  • Input: 7 engagement features (no skill selection — that's the LLM's job)
  • Output: Follow-through probability (0-1)
Usage
import joblib
import xgboost as xgb
from huggingface_hub import hf_hub_download

cluster_model = joblib.load(hf_hub_download("Dc-4nderson/cic-skillbridge-models", "model1/cluster_model.joblib"))
scaler = joblib.load(hf_hub_download("Dc-4nderson/cic-skillbridge-models", "model1/scaler.joblib"))

eng_model = xgb.XGBClassifier()
eng_model.load_model(hf_hub_download("Dc-4nderson/cic-skillbridge-models", "model2/engagement_model.json"))

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cic-skillbridge-models is an open source model from GitHub that offers a free installation service, and any user can find cic-skillbridge-models on GitHub to install. At the same time, huggingface.co provides the effect of cic-skillbridge-models install, users can directly use cic-skillbridge-models installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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Updated:December 24 2024