Animesh Nanda's repositories
QAOA_vs_ED
Here we will compare one well-known (ED) and another new method (QAOA) for quantum simulations of many-body physics.
my_QAOA_qiskit
In this repository, I will try to solve a classical Ising model in one dimension with periodic boundary conditions using Qiskit.
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"
Machine_and_deep_learning
In this repository, I will train some of the machine learning models.
Random_maxcut
The max-cut problem on a random graph with 7 nodes is solved using QAOA, ED, Monte-Carlo, and simulated annealing.
awesome-public-datasets
A topic-centric list of HQ open datasets.
awesome-quant
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
Behavior-Sequence-Transformer-Pytorch
This is a pytorch implementation for the BST model from Alibaba https://arxiv.org/pdf/1905.06874.pdf
data-structures-algorithms-python
This tutorial playlist covers data structures and algorithms in python. Every tutorial has theory behind data structure or an algorithm, BIG O Complexity analysis and exercises that you can practice on.
fastbook
The fastai book, published as Jupyter Notebooks
ibm-quantum-challenge-2021
For IBM Quantum Challenge 2021 (May 20 - 26)
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
Network-Optimization
A project on Graph Theory and Networks where a network's virtual backbone is optimised.
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
qiskit-finance
Quantum Finance
qosf-qgan
Exploring learnability and optimal hyperparameters of various quantum generative adversarial networks and quantum neural networks using Pennylane.
quantum-machine-learning
Source Code for 'Quantum Machine Learning' by Santanu Ganguly
Quantum_Machine_Learning_Express
This project is one of the Qiskit mentorship programs to replicate two papers arXiv:1905.10876 and arXiv:2003.09887 using the Qiskit environment. We evaluate the parameterized quantum circuit, reproduce the expressibility and entangling capability of the 19 circuits, and the classification accuracy.
quantumComputing
Updated and most comprehensive Repository On Quantum Computing Resources. It contains all the material I use for my research on Quantum Computing for Both Theories and Codes - I update it regularly.
quantumcomputingbook
Companion site for the textbook Quantum Computing: An Applied Approach
QuCumber
Neural Network Many-Body Wavefunction Reconstruction
recommendation
Recommendation System using ML and DL
school_2021
This is the repository for the CRC 183 summer school "Machine Learning in Condensed Matter Physics".
scientific-python-lectures
Lectures on scientific computing with python, as IPython notebooks.
sklearn_tutorial
Materials for my scikit-learn tutorial
YouTubeVideoCode
Code related to my YouTube vids!