Pinned Loading

1. Multi-Agent-LLM-Debate-Simulator Multi-Agent-LLM-Debate-Simulator Public

   Jupyter Notebook

2. skin-lesion-triage-efficient-net skin-lesion-triage-efficient-net Public

   Jupyter Notebook

3. Neural_Network_From_Scratch Neural_Network_From_Scratch Public

   From scratch NumPy implementation of a neural network library - dense layers, backprop, optimizers, no ML frameworks

   Jupyter Notebook

4. AUTOML AUTOML Public

   CLI AutoML tool that takes any CSV + task type (classification/regression/clustering) and automatically preprocesses the data and benchmarks 25 hand-tuned scikit-learn/XGBoost models built to learn…

   Python

5. optimizer-diagnostics optimizer-diagnostics Public

   A from-scratch NumPy neural network comparing SGD, Adagrad, RMSprop, and Adam on Fashion-MNIST — not just loss curves, but effective learning rate, gradient noise scale, and minima sharpness (via H…

   Jupyter Notebook

6. bengio-neural-probabilistic-language-model-numpy bengio-neural-probabilistic-language-model-numpy Public

   Bengio et al. (2003) neural probabilistic language model implemented from scratch in NumPy, with hand-derived backprop and a gradient check. No PyTorch.

   Python