Ayan Sengupta's Projects
TF-Agents is a library for Reinforcement Learning in TensorFlow
Your one-stop shop for the AIWerewolf Competition
This is a DST project. I am involved in the project under the guidance of Dr.Debasattam Pal, assistant professor of IIT Bombay
Alpha Jekyll Theme - more themes available @ http://cloudcannon.com/jekyll_themes
A python library for visualizing Artificial Neural Networks (ANN)
This is a small code snippet, for auto login for guys staying in IIT Bombay.
A curated list of awesome Machine Learning frameworks, libraries and software.
A curated list of awesome Python frameworks, libraries, software and resources
My blog based on jekyll
The python package that returns response of Google Bard through API.
Automated cryptocurrency trading bot
:triangular_ruler: A flexible two-column Jekyll theme. Perfect for personal sites, blogs, and portfolios hosted on GitHub or your own server.
CS726 Project:
In this project, an Artificial Neural Network was designed from scratch in Python for classifying poker hands.
Code snippets that are really useful and comes handy many time.
Cheat Sheets
Design and implement PID feedback controller for position control using Arduino Mega. Rotation of DC motor by 180 degrees using this controller was done with very small rise time, fast settling time and an overshoot of less than 4%
deep learning: theory + practice
Deep Reinforcement Learning for Practice
In this project, we simulated a Sliding mode Controller for an Inverted Pendulum to control it in upright position.
Diabetic Retinopathy - Detecting Diabetes (and its severity) in patients from their fundus image of their retina.
We aim to generate realistic images from text descriptions using GAN architecture. The network that we have designed is used for image generation for two datasets: MSCOCO and CUBS.
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
A simple Python script to parse Authors name, year, and publication list and create a markdown file for each author