Raj Sangani's Projects
Audio Processing, ML, DL for audio
Simple expense tracker
Compare stocks listed on the Bombay Stock Exchange! Made using Plotly and Dash using data from Quandl. Check out the live link!
A sarcasm detector based on state of the art NLP techniques. The implementation is based on the Encoder model and incorporates a few variations. The website uses a backend made using FLASK and deployed using Heroku .The readme contains comprehensive details about the project!
Project for the course CompSci 274E - Deep Generative Models
Tool which carries out multithreaded brute force and dictionary attacks on SSH servers. For educational purposes only
Scrapes job adverts for engineers from Craigslist
Learning PyTorch through the D2L book. A series of notebooks for the same
Constructing a football graph and analysing various centrality measures and average path distance amongst footballers
An introduction to diffusion using Diffusers, PyTorch and Stability
Using Dreambooth (with LoRA) to generate my pictures and merging styles with adapters
Recognises faces based on images stored
FastAPI primer based on Sanjeev Thiyagrajan's amazing tutorial
A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.
Exploring Gradient Descent intuitively, visualising it and implementing an example using the wonderful SymPy library in Python
How to host a blog on 🤗
A coding journey through first principles up to sophisticated Deep Learning Systems
Documenting my python implementation of Andrew Ng's Machine Learning course
Added support for a basic KV Cache for Andrej Karpathy's nanoGPT
The code to my medium article Powerful Text Augmentation using NLPAUG !
A neural machine translator from english to spanish in tf2 using encoder-decoder with attention
ExoPassword is a Password Strength Analyzing tool which utilizes different Machine Learning models to predict the strength of your passwords.
A cutting edge Open Source HealthCare app(Android+Web) which utilizes Machine Learning to predict diseases based on Symptoms or Natural Language. Also includes features such as Live Chat with Doctors,Appointment Booking,Possible Drugs you can take and Specialist you can refer to.
Simple Double player game