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syntaxking-7/WINTER-PROJECT-ACTIVE-LEARNING

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This project develops a deep learning model for image classification, focusing on accuracy, uncertainty, and robustness. A custom CNN was built using the Adam optimizer and cross-entropy loss. Uncertainty metrics (least confidence, entropy) and diversity metrics (cosine similarity, Kullback-Leibler divergence) were used to evaluate performance.

active 2024-12-242025-01-05 (UTC)

Complete coverage26,729 / 26,729 hourly files (100%) · 2 absent upstream2023-08-152026-09-01 (UTC)
Events
41
Pushes
26
Pull requests
10
Issues
0
Stars
0
Forks
0

Activity over time

Daily event counts in the loaded window

Line chart, 13 days from 2024-12-24 to 2025-01-05. Pushes: 26 total, peak 18 in a day. Pull requests: 10 total, peak 4 in a day. Issues: 0 total, peak 0 in a day. Comments: 0 total, peak 0 in a day. Stars: 0 total, peak 0 in a day.

  • Pushes
  • Pull requests
  • Issues
  • Comments
  • Stars

Top contributors

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

ContributorContributionsPushesPRsComments
syntaxking-73626100

Recent activity

Latest issues, pull requests and releases

  • Pull request#5syntaxking-72025-01-05 15:20
  • Pull request#5syntaxking-72025-01-05 15:20
  • Pull request#4syntaxking-72025-01-04 17:38
  • Pull request#4syntaxking-72025-01-04 17:38
  • Pull request#3syntaxking-72024-12-29 15:19
  • Pull request#3syntaxking-72024-12-29 15:18
  • Pull request#2syntaxking-72024-12-29 11:08
  • Pull request#2syntaxking-72024-12-29 11:08
  • Pull request#1syntaxking-72024-12-24 13:36
  • Pull request#1syntaxking-72024-12-24 13:36

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.