animeshnanda1 Goto Github PK

fastbook

The fastai book, published as Jupyter Notebooks

flower-species-recognition-using-computer-vision-and-machine-learning

Used Convolutional Deep Neural nets to extract features from the image

flowket

A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

goldman-sachs-quantitative-strategies-research-notes

Goldman Sachs - Quantitative Strategies Research Notes

hands-on-time-series-analylsis-python

Source Code for 'Hands-on Time Series Analysis with Python' by B V Vishwas and Ashish Patel

ibm-quantum-challenge-2021

For IBM Quantum Challenge 2021 (May 20 - 26)

ieee_qw_2020

Materials for the tutorial "Combinatorial Optimization on Quantum Computers"

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

job-shop-scheduling

Determine a schedule for running a set of jobs.

kaggle_competitions

Repository with my code or various Kaggle competitions

machine-learning

Content for Udacity's Machine Learning curriculum

machine-learning-for-physicists

Code for "Machine Learning for Physicists 2020" lecture series

machine_and_deep_learning

In this repository, I will train some of the machine learning models.

maximum-cut

Solve a max-cut problem using a quantum computer

mcmc_2d_ising

Using the Metropolis-Hastings algorithm here we will simulate the Ising model in two spatial dimensions.

mnist-0.17

MNIST classifier with average 0.17% error

movie-recommender-using-rbm

A Movie Recommender System using Restricted Boltzmann Machine (RBM), approach used is collaborative filtering.

my_qaoa_qiskit

In this repository, I will try to solve a classical Ising model in one dimension with periodic boundary conditions using Qiskit.

network-optimization

A project on Graph Theory and Networks where a network's virtual backbone is optimised.

numerical-python-book-code

nurse-scheduling

A demo of a nurse scheduling model

peps-torch

Solving two-dimensional spin models with tensor networks (powered by PyTorch)

personal-ds-projects

Here is a list of my personal projects and courses I took related to Machine Learning

polyadicqml

A python library to define, train and deploy Polyadic Quantum Machine Learning models

portfolioprojects

python-weather-forecast

A simple Python console program to get Weather Forecast from DarkSky API using any address as parameter.

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

qaoa_for_partition

qaoa_vs_ed

Here we will compare one well-known (ED) and another new method (QAOA) for quantum simulations of many-body physics.