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  1. Digit-Classification-Using-PyTorch Digit-Classification-Using-PyTorch Public

    Digit classification using MNIST dataset and a Multiperceptron Network(MLP) defined and trained in pytorch

    Jupyter Notebook 1

  2. micrograd_vector micrograd_vector Public

    Micrograd Vector is a basic and simple python code that does autodifferentiation pin vector format. Basically it is Micrograd (Karpathy's) but in form of vectors.

    Jupyter Notebook

  3. Solving-Differential-equation-with-Neural-Nets Solving-Differential-equation-with-Neural-Nets Public

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  4. Basic-image-processing Basic-image-processing Public

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  5. Custom-NeRF-Engine Custom-NeRF-Engine Public

    A from-scratch implementation of Neural Radiance Fields. Implements volumetric rendering, positional encoding, and hierarchical sampling manually to demonstrate the core physics of neural rendering.

    Python

  6. NeRFNav NeRFNav Public

    An end to end pipeline to control and navigate a drone by visual perception and 3d reconstruction using NeRF.

    Python