Rahul Kumar's Projects
CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules"
Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow
Chatbot AI for Machine Learning for Hackers #6
ChatterBot is a machine learning, conversational dialog engine for creating chat bots.
Explainable AI resources
Penetration Testing/Security Cheatsheets
An example of using OpenCV library in server environment using Node.js
Gesture recognition via CNN. Implemented in Keras + Theano + OpenCV
Source code from the youtube video
A colab notebook for the Applied Machine Learning
Neural Network to colorize grayscale images
Automated All-in-One OS Command Injection and Exploitation Tool
Turning web forms into conversations
Cortex - Deep learning tools for neuroimaging
fast.ai Courses
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
Roadmap to becoming a data engineer in 2020
Cheat Sheets
code for Data Science From Scratch book
Attempting to make the Deep Learning Book easier to understand.
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Evaluation of Deep Learning Frameworks
Machine Learning Workflow, from Andrew Ng's lecture at Deep Learning Summer School 2016
TensorFlow Basic Tutorial Labs
Implementation of "Teaching Machines to Read and Comprehend" proposed by Google DeepMind
State-of-the-art emotional content analysis using deep learning models pretrained on emojis
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
Train a deep learning net with OpenStreetMap features and satellite imagery.