Neha Sontakke's starred repositories
awesome-courses
:books: List of awesome university courses for learning Computer Science!
gans-awesome-applications
Curated list of awesome GAN applications and demo
deeplearning-papernotes
Summaries and notes on Deep Learning research papers
notes-to-cs-freshmen-from-the-future
Notes to (NUS) Computer Science Freshmen, From The Future (Original by @ejamesc)
xai_resources
Interesting resources related to XAI (Explainable Artificial Intelligence)
interpretable_machine_learning_with_python
Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
Conv-Nets-Series
A series of blog posts on convolutional neural networks and their generalizations.
deep-learning
Repo for the Deep Learning Nanodegree Foundations program.
Visualizing-Deep-Learning
A series of blog posts on visualizing deep learning.
covid-19-risk-dashboard
The COVID Risk dashboard looks at data to understand hyper-local risk due to COVID-19 on Pune city and supplements it with narratives from doctors. It combines COVID hazard, healthcare infrastructure capacity, population vulnerabilities, and expert narratives to arrive at a multidimensional risk assessment for Pune city.
Machine-Learning-from-Scratch
The goal is to understand machine learning algorithms in depth.