Amandeep Rathee's repositories
solar-panel-detection
Detect detect solar panels in aerial imagery data using supervised machine learning.
fake-or-not
Identify manipulated images using deep learning.
machine-learning
Machine learning algorithms implemented from scratch.
video-based-nlp
A web application that provides insights about natural language used in a video.
what-movie
What movie should you watch tonight?
attention-learn-to-route
Attention based model for learning to solve different routing problems
beauty-and-course-ratings
Analysing the impact of instructor's beauty on course ratings.
cli-cheatsheet
Command line cheatsheet.
covid-and-voting
Visualize post-office and broadband connectivity in the US.
deep-vision
Assignments and other material covered in EIP 4.
distributed-image-processing
Creating face outlines in parallel using Google Cloud Platform's Dataproc.
effective-python
A cheatsheet made while reading Effective Python by Brett Slatkin.
hello-cloud-world
Continuous delivery of a simple flask app on Google Cloud Platform.
ict-conference
A paper summing up my brief talk at the conference of "ICT for Quality Research in Education: Concerns, Issues and Challenges"
java-cheatsheet
Useful Java cheatsheet for personal use.
mini-projects
The repository contains mini data science projects and code recipes.
personal-website
Source code of my personal website.
pgmpy_notebook
Short Tutorial to Probabilistic Graphical Models(PGM) and pgmpy
playstation-vs-xbox
A statistical analysis of which platform sells more games.
rnn-demonstrations
Demonstration of some of the most popular use cases of recurrent neural networks.
rphenoscape
R package to make phenotypic traits from the Phenoscape Knowledgebase available from within R.
serverless-data-engineering
A simple serverless data engineering pipeline build on AWS.
tic-tac-toe-dockerized
A simple Flask app containerized using Docker.
tweet-sentiment-extraction
Determine whether a tweet is positive, negative or neutral.
video-game-sales-analysis
A statistical analysis of Xbox vs PlayStation sales.