Name: Animesh Nanda
Type: User
Company: ICTS-TIFR, Bangalore, India
Bio: Ph.D. researcher with expertise in exact diagonalization in quantum many-body physics, machine learning, quantum computation, and the monte-carlo method.
Location: Bangalore, India
Blog: https://www.icts.res.in/people/animesh-nanda
Animesh Nanda's Projects
The fastai book, published as Jupyter Notebooks
Used Convolutional Deep Neural nets to extract features from the image
A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Goldman Sachs - Quantitative Strategies Research Notes
Source Code for 'Hands-on Time Series Analysis with Python' by B V Vishwas and Ashish Patel
For IBM Quantum Challenge 2021 (May 20 - 26)
Materials for the tutorial "Combinatorial Optimization on Quantum Computers"
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
Determine a schedule for running a set of jobs.
Repository with my code or various Kaggle competitions
Content for Udacity's Machine Learning curriculum
Code for "Machine Learning for Physicists 2020" lecture series
In this repository, I will train some of the machine learning models.
Solve a max-cut problem using a quantum computer
Using the Metropolis-Hastings algorithm here we will simulate the Ising model in two spatial dimensions.
MNIST classifier with average 0.17% error
A Movie Recommender System using Restricted Boltzmann Machine (RBM), approach used is collaborative filtering.
In this repository, I will try to solve a classical Ising model in one dimension with periodic boundary conditions using Qiskit.
A project on Graph Theory and Networks where a network's virtual backbone is optimised.
A demo of a nurse scheduling model
Solving two-dimensional spin models with tensor networks (powered by PyTorch)
Here is a list of my personal projects and courses I took related to Machine Learning
A python library to define, train and deploy Polyadic Quantum Machine Learning models
A simple Python console program to get Weather Forecast from DarkSky API using any address as parameter.
Python Data Science Handbook: full text in Jupyter Notebooks
Here we will compare one well-known (ED) and another new method (QAOA) for quantum simulations of many-body physics.