Swarnadeep Majumder's repositories
Analytical_QRC
Codes for generating the figures of the paper "Analytical Evidence of Nonlinearity in Qubits andContinuous-Variable Quantum Reservoir Computing".
pyqsp
Python quantum signal processing
quantum-geometry
Program to calculate quantum geometry properties of parametrized quantum circuits. Determines number of redundant parameters, effective quantum dimension and quantum natural gradient.
Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020
Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star.
tensorcircuit
Quantum circuit on top of tensor network
Time-series-classification-and-clustering-with-Reservoir-Computing
Library for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering.
ferminet
An implementation of the Fermionic Neural Network for ab-initio electronic structure calculations
Flutter-Course-Resources
Learn to Code While Building Apps - The Complete Flutter Development Bootcamp
the-gan-zoo
A list of all named GANs!
fawkes
Fawkes, privacy preserving tool against facial recognition systems. More info at https://sandlab.cs.uchicago.edu/fawkes
nbody-python
Vectorized N-body code (Python)
RNN-Lyapunov-Spectrum
A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.
quantum
Hybrid Quantum-Classical Machine Learning in TensorFlow
RNN-RC-Chaos
RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical systems.
Three-Body-Problem-Gravitational-System
A python code to calculate planetary orbits in a three-body gravitational system. The code can demonstrate how one planet affects the orbit of another planet. As an example, Earth, Jupiter, Sun system is analyzed.
pyESN
Echo State Networks in Python
parallel_esn
Parallel Echo State Networks for Harvard CS205 final project
predicting-quantum-properties
Predicting quantum properties in a quantum system from few measurements
pyGSTi
A python implementation of Gate Set Tomography
SMPyBandits
🔬 Research Framework for Single and Multi-Players 🎰 Multi-Arms Bandits (MAB) Algorithms, implementing all the state-of-the-art algorithms for single-player (UCB, KL-UCB, Thompson...) and multi-player (MusicalChair, MEGA, rhoRand, MCTop/RandTopM etc).. Available on PyPI: https://pypi.org/project/SMPyBandits/ and documentation on
DeepQNN
Implementations for training deep quantum neural networks in Mathematica and MATLAB.
qrsim
Simulates coherent single and two-qubit errors in quantum circuits
NVM
Deep neural network from Newton vs the Machine
Playground
Curated collection of notebooks and code files I have worked on while learning a wide range of data science subfields, such as Reinforcement Learning, Natural Language Processing, Deep Neural Networks, Genetic Algorithms, etc. Some of these are accompanied by a pdf and/or article.
QuickDraw-pytorch
This is a demo for CNN models training on quickdraw dataset. Implemented with pytorch.