Skip to content

AimbotParce/MDS-ML-SyntacticTreeRooting

View on GitHub ↗Related repositories →

Given a syntactic dependency tree, the most important word (the root) should be a central one. This project aims at predicting the root word from syntactic free trees

active 2025-05-012025-06-13 (UTC)

Complete coverage26,702 / 26,702 hourly files (100%) · 2 absent upstream2023-08-152026-08-31 (UTC)
Events
34
Pushes
18
Pull requests
0
Issues
12
Stars
1
Forks
0

Activity over time

Daily event counts in the loaded window

Line chart, 44 days from 2025-05-01 to 2025-06-13. Pushes: 18 total, peak 4 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 12 total, peak 12 in a day. Comments: 0 total, peak 0 in a day. Stars: 1 total, peak 1 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
AimbotParce291700
bmantepe1100

Recent activity

Latest issues, pull requests and releases

  • Issue#14AimbotParce2025-05-24 16:44
    Think of some kind of positional encoding that works well on graphs (the cos similarity of two close nodes to be higher than those further apart) and train some kind of Attention model.
  • Issue#13AimbotParce2025-05-24 16:41
    SVM
  • Issue#11AimbotParce2025-05-24 16:40
    RandomForests
  • Issue#10AimbotParce2025-05-24 16:36
    KNN
  • Issue#9AimbotParce2025-05-24 16:33
    Naive Bayes
  • Issue#7AimbotParce2025-05-24 16:32
    LDA
  • Issue#6AimbotParce2025-05-24 16:32
    Add all the features that we can think of, we'll do proper feature selection in future experiments
  • Issue#3AimbotParce2025-05-24 16:21
    Logistic Regression Model with Feature Selection
  • Issue#2AimbotParce2025-05-24 16:18
    Try out Graph Neural Networks
  • Issue#2AimbotParce2025-05-24 16:18
    Try out Graph Neural Networks
  • Issue#1AimbotParce2025-05-24 16:17
    Write a baseline script to train a RandomForest using only the features proposed on the statement
  • Issue#1AimbotParce2025-05-24 16:17
    Write a baseline script to train a RandomForest using only the features proposed on the statement

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 1 stars here means stars gained during the window, not the repo's star count.