Pinned Loading

1. Structure-detection-in-fusion-plasma-simulations Structure-detection-in-fusion-plasma-simulations Public

   YOLOv8 with pseudo-labeling and a learned post-filter to detect blobs in Tokam2D fusion plasma simulations. 4th/94 on Codabench, 81% AP50.

   Python

2. peekaboo-prednet peekaboo-prednet Public

   Do predictive coding networks keep track of hidden objects? A controlled occlusion benchmark for PredNet: tracking through occlusion, recovery after reappearance, and surprise.

   Python

3. financial-news-impact-prediction financial-news-impact-prediction Public

   Frugal NLP pipeline turning financial news into (date, ticker, impact) events: map-reduce summarization with Flan-T5, LLM-as-a-judge audit, NER ticker linking.

   Jupyter Notebook

4. Scientific-Article-Information-Retrieval Scientific-Article-Information-Retrieval Public

   Citation retrieval on 20k papers: BM25, dense encoders, citation context mining, and XGBoost learning to rank. MAP from 0.45 to 0.67.

   Python

5. Point-Based-Counting-of-Cereals-and-Legumes-in-Intercropped-Fields Point-Based-Counting-of-Cereals-and-Legumes-in-Intercropped-Fields Public

   Per-species counting of wheat and pea in intercrops with the PET point-query transformer. 4.7% MAPE on wheat tips, 7.8% on pea. JDSE 2026 poster.

   Python

6. CycleGAN CycleGAN Public

   CycleGAN (Zhu et al., ICCV 2017) rewritten from scratch in pure NumPy with hand-written backward passes. Test cycle L1 of 0.20 on horse2zebra and apple2orange.

   Python