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ismaeelbashir03/README.md

Snake animation

About Me:

I’m currently a studying a Masters of Informatics at the University of Edinburgh
I'm interested in machine learning and finance

📊 GitHub Stats:



Socials:

LinkedIn

Tech Stack:

Python C# C Apache Flink Keras Matplotlib NumPy Pandas TensorFlow scikit-learn PyTorch Docker Kubernetes Apache AWS Java Dart C++


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  1. Neural-Network-from-scratch-Python Neural-Network-from-scratch-Python Public

    This is a Neural Network I made from scratch in python using only numpy and pythons standard libraries. This file can be imported and its classes and functions have been designed to be used similar…

    Python 1 1

  2. Decoder-Transformer-from-scratch Decoder-Transformer-from-scratch Public

    This is transformer (without encoder) from scratch with torch

    Python

  3. Diffusion-Model-from-scratch Diffusion-Model-from-scratch Public

    This is my first attempt at a diffusion model (unconditional) from scratch. based mostly on the the first diffusion model paper, other sources used for saving and sampling.

    Python

  4. GAN-Image-Generation GAN-Image-Generation Public

    Using GAN (Generative Adversarial Network)

    Python

  5. Sign-Language-Recognition Sign-Language-Recognition Public

    Using media pipe holistic to map our hand and face to get coordinates to pass into an LSTM RNN to predict sign language gestures. Actions.h5 is the best model. Signs used were (thank you, hello, love)

    Python

  6. RNN-Script-Text-Generation RNN-Script-Text-Generation Public

    Using an RNN to be trained to generate movie scripts. This model was trained on fast and furious scripts

    Python