Pinned Loading

1. superscalar-ooo-processor superscalar-ooo-processor Public

   2-wide out-of-order 16-bit RISC core in VHDL: reservation station, ROB, store buffer with load forwarding, bimodal predictor. 37/37 tests under GHDL.

   VHDL

2. brep-generation brep-generation Public

   SolidGen reimplementation in PyTorch: vertex/edge/face pointer-network Transformers with constrained sampling, plus OpenCASCADE B-rep reconstruction and STEP export.

   Python

3. satellite-image-captioning satellite-image-captioning Public

   Image captioning on RSICD: ResNet-18 / MobileNetV2 encoders, LSTM and Transformer decoders, BLEU/METEOR, slice analysis and Grad-CAM. Best: BLEU-4 0.251.

   Jupyter Notebook

4. vehicle-motion-classification vehicle-motion-classification Public

   Vehicle motion from dashcam frames: 25 hand-crafted motion features, video-grouped splits to avoid leakage, temporal smoothing. GBM 0.91 macro-F1.

   Jupyter Notebook

5. skin-lesion-gan-augmentation skin-lesion-gan-augmentation Public

   Does conditional GAN augmentation help few-shot skin lesion classification? Accuracy says +1.9 points; macro-F1 says no. A negative result on HAM10000.

   Jupyter Notebook

6. brown-pos-tagging brown-pos-tagging Public

   POS tagging on the Brown corpus: Viterbi HMM with suffix backoff (96.7% 5-fold CV) and a stacked CRF (97.4%), with per-tag analysis.

   Jupyter Notebook