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danCoder93/ENSF611-FinPrediction

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Hybrid CNN→TFT model with Residual XGBoost for multi-horizon stock forecasting on 10 yrs of AAPL data. Combines fundamentals, technicals, macro (VIX), and FinBERT sentiment (news, calls, PRs) to predict 1-, 5-, 10-day returns. Uses PyTorch Forecasting, XGBoost, and SHAP for interpretability and backtested performance.

active 2025-11-032025-12-05 (UTC)

Complete coverage26,630 / 26,630 hourly files (100%) · 2 absent upstream2023-08-152026-08-28 (UTC)
Events
45
Pushes
27
Pull requests
1
Issues
9
Stars
0
Forks
0

Activity over time

Daily event counts in the loaded window

Line chart, 33 days from 2025-11-03 to 2025-12-05. Pushes: 27 total, peak 7 in a day. Pull requests: 1 total, peak 1 in a day. Issues: 9 total, peak 8 in a day. Comments: 1 total, peak 1 in a day. Stars: 0 total, peak 0 in a day.

  • Pushes
  • Pull requests
  • Issues
  • Comments
  • Stars

Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.

Top contributors

Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity

ContributorContributionsPushesPRsComments
danCoder93251501
ctcastle7700
JZ-Zhou-UofC4310
SlickMik2200

Recent activity

Latest issues, pull requests and releases

  • Pull request#8JZ-Zhou-UofC2025-11-29 17:56
  • Issue#1danCoder932025-11-29 09:40
    Create MACD Technical Feature and Daily Return Target
  • Issue comment#3danCoder932025-11-27 20:58
    Create Daily Returns of VIX Closing Price
  • Issue#6danCoder932025-11-27 20:56
    XGB Model Implementation
  • Issue#6danCoder932025-11-27 20:56
    XGB Model Implementation
  • Issue#5danCoder932025-11-27 20:56
    Linear Regression Model Implementation
  • Issue#4danCoder932025-11-27 20:54
    Create EV/EBITDA Feature
  • Issue#4danCoder932025-11-27 20:54
    Create EV/EBITDA Feature
  • Issue#3danCoder932025-11-27 20:51
    Create Daily Returns of VIX Closing Price
  • Issue#3danCoder932025-11-27 20:51
    Create Daily Returns of VIX Closing Price
  • Issue#2danCoder932025-11-27 20:48
    Create RSI Technical Feature using Daily Closing Price

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 0 stars here means stars gained during the window, not the repo's star count.