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1. lenet5-pure-pytorch lenet5-pure-pytorch Public

   pure pytorch implementation of LeNet-5, a handwritten digit classifier; detailed documentation and comments included. model specifications derived from original paper.

   Python 1

2. transformer-voc-seg transformer-voc-seg Public

   an image segmentation model designed by me using the swin-v2-t transformer classifier as a backbone, a feature pyramid network, lion optimizer, and an adaptive auxiliary loss training

   Jupyter Notebook

3. numpy-xor-neuralnet numpy-xor-neuralnet Public

   a multi-layered (2 -> 2 ->1) perceptron made without pytorch or other deep learning frameworks; classifies the XOR samples.

   Python

4. style-transfer-generator style-transfer-generator Public

   An AI image generator that stylizes a photo given 2 inputs: the image whose style to mimic, the picture to apply it on

   Python 1

5. cpp-xor-neuralnet cpp-xor-neuralnet Public

   implementing the xor classifier neural net in c++ to learn the language

   C++

6. transformer-reimplentation transformer-reimplentation Public

   A reimplementation of the "Attention is All You Need" from scratch. Untrained translator from english -> Kannada. Data parsing/loading code has been written but yet to train.

   Jupyter Notebook