animeshnanda1

100-shell-script-examples

Collection of shell scripts found on the internet

AI_ChatBot_Python

AI ChatBot using Python Tensorflow and Natural Language Processing (NLP) along side TFLearn

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

AIND-DL

Exact_diagonalization_spin_half

I will try to construct a many-body Hamiltonian and solve it using the basic python modules. For concreteness, we will solve two examples, namely the transverse field Ising (TFI) model and the toric code (TC) model in one and two spatial dimensions respectively.

Machine_and_deep_learning

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

MCMC_2d_ising

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

my_QAOA_qiskit

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

QAOA_vs_ED

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

Random_maxcut

The max-cut problem on a random graph with 7 nodes is solved using QAOA, ED, Monte-Carlo, and simulated annealing.

animeshnanda1/AIND-DL

animeshnanda1/Classification-of-Data-with-Random-Forests-and-Decision-Trees

Random Forest Classification of data based on entropy

animeshnanda1/cpp_tutorial

C++ programs used for the tutorial

animeshnanda1/datasciencew17

Repo for Betamore Academy's ADS course winter 2017 semester

animeshnanda1/Flower-species-Recognition-using-Computer-vision-and-Machine-Learning

Used Convolutional Deep Neural nets to extract features from the image

animeshnanda1/generative-models

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

animeshnanda1/kaggle_competitions

Repository with my code or various Kaggle competitions

animeshnanda1/machine-learning

Content for Udacity's Machine Learning curriculum

animeshnanda1/Movie-Recommender-using-RBM

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

animeshnanda1/Personal-DS-projects

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

animeshnanda1/python-weather-forecast

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

animeshnanda1/quantum_walk

IBM Q Hackathon: Quantum Walk

animeshnanda1/Restricted-Boltzmann-Machine

animeshnanda1/sqaod

Solvers/annealers for simulated quantum annealing on CPU and CUDA(NVIDIA GPU).

animeshnanda1/sta-663-2018

animeshnanda1/Udemy---Machine-Learning

Notebooks for Course