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Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Python Data Science Handbook: full text in Jupyter Notebooks
Notebooks and code for the book "Introduction to Machine Learning with Python"
A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body
Repo for the Deep Reinforcement Learning Nanodegree program
🎵 Algorithms written in different programming languages - https://zoranpandovski.github.io/al-go-rithms/
Simple and flexible progress bar for Jupyter Notebook and console
CNN for multi-class image recognition in tensorflow
Action recognition using soft attention based deep recurrent neural networks
Udacity Full Stack Web Developer Nanodegree program (FSND) course materials
A Jupyter notebook using some standard techniques for data science and data engineering to analyze data for the 2017 flooding in Houston, TX.
A web app that classifies text as a spam or ham. I am using my own ML algorithm in the backend, Code to that can be found under machine_learning_section. For Live Demo: Checkout this link
All Machine Learning Algorithms
Machine Learning Experiments with scikit-learn, Deep learning with Keras, TensorFlow and Pytorch. Data Science examples for various datasets and competitions from Kaggle and Analytics Vidhya.
Solutions for various datasets and contests on Kaggle
Basic Linear Regression Code in one variable covered in online free webinar.
Build an image classifier using transfer learning