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adityajn105/README.md

Hi there 👋

My name is Aditya Jain and I am currently pursuing MS in Computer Science from USC Viterbi School of Engineering, Los Angeles.

My area of interest lies in applied machine learning and deep learning.

You can see what I am currently upto on adityajain.me.

📬 Get in touch

  1. Linkedin: adityajn105
  2. Twitter : @adityajn105
  3. Instagram: adityajn105

🌳 My Digital Garden

  1. Projects
  2. Blogs

📈 My GitHub Stats

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adityajn105

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  1. MLfromScratch MLfromScratch Public

    Library for machine learning where all algorithms are implemented from scratch. Used only numpy.

    Python 21 8

  2. FaceGAN-Generating-Random-Faces FaceGAN-Generating-Random-Faces Public

    Generate Random Faces which do not exists. I trained a Deep Convolution GAN (DCGAN) on 100k celebrities photos.

    Python 14 5

  3. my_docker_files my_docker_files Public

    Saved Dockerfiles for autobuild purposes on Dockerhub. Also contains some Compose Files for app setup.

    HTML

  4. brain-tumor-segmentation-unet brain-tumor-segmentation-unet Public

    Implementation of U-Net from paper "U-Net: Convolutional Networks for Biomedical Image Segmentation" to segment tumor in given MRI images.

    Jupyter Notebook 38 20

  5. image-caption-bot image-caption-bot Public

    Implementation of 'merge' architecture for generating image captions from paper "What is the Role of Recurrent Neural Networks (RNNs) in an Image Caption Generator?" using Keras. Dataset used is Fl…

    Jupyter Notebook 15 14

  6. flappy-bird-deep-q-learning flappy-bird-deep-q-learning Public

    Flappy Bird Game trained on a Double Dueling Deep Q Network with Prioritized Experience Replay

    Jupyter Notebook 10 7