Anubhav De's repositories
refactored-physx
Experimentation & Results of nvidia-modulus-sym implementation using PINNs
mutating-doodle
Identify the thermostable mutations in enzymes
vigilant-fortnight
Detect and Analyze Trojan attacks on deep neural networks that are designed to be difficult to detect.
aws-deepracer-2022-august
Developers of all skill levels get hands on with machine learning through a cloud based 3D racing simulator, fully autonomous 1/18th scale race car driven by reinforcement learning, and global racing league.
fermionic-parakeet
Implement the Jordan-Wigner & Bravyi-Kitaev transforms
super-collider
Predict Ο β 3ΞΌ decay in acelerated particle collisions.
watchful-eye
Design a Keylogger in Python for Linux
automatic-dissection
Identify the locations of each functional tissue unit (FTU) in biopsy slides from several different organs.
automatic-journey
Neural Network to classify Road Signs based on their images
doctor-spork
Build 3D CNN to predict the presence of viral pneumonia in CT scans
jubilant-robot-hacker
Collecting flags by evading, poisoning, stealing, and fooling AI/ML.
cautious-journey
Trained a classifier to count other cars on the road from a dataset containing 3D points cloud from LIDARs.
cautious-octo-disco
Implemented the Actor-Critic method using TensorFlow to train an agent on the Open AI Gym CartPole-V0 environment.
congenial-computing-machine
Implemented from scratch a sampling method to draw samples from a multivariate Normal (MVN) distribution in JAX.
cuddly-dollop
Build a pipeline to process real-world, user-supplied images and to put model into an app.
decipher-engine
Detect and Translate American Sign Language (ASL) fingerspelling into text.
finding-moby
Build an algorithm to identify individual whales in images.
friendly-waffle-snowy
Determine breed of dog in an image
fuzzy-eureka
Find gravitational wave signals from binary black hole collisions
melodious-matilda
Identify a wide variety of bird vocalizations in soundscape recordings
quantum-madness
Performing some tutorials, exersises & walkthroughs related to quantum computing - Cirq
redesigned-waddle
Line Follower Robot Design Simulation on Proteus
silver-nightingale
Generate musical notes using a simple Recurrent Neural Network (RNN)
tabular-playground-series-aug-2022
Help the fictional company Keep It Dry improve its main product: Super Soaker
turbo-memory
Predict the relationship between code and comments
vigilant-journey
Predict if a machine will soon be hit with malware
vigilant-octo-funicular
Predict the probability that a customer does not pay back their credit card balance amount in the future based on their monthly customer profile.