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".
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.
DeepQNN
Implementations for training deep quantum neural networks in Mathematica and MATLAB.
fawkes
Fawkes, privacy preserving tool against facial recognition systems. More info at https://sandlab.cs.uchicago.edu/fawkes
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
nbody-python
Vectorized N-body code (Python)
NVM
Deep neural network from Newton vs the Machine
parallel_esn
Parallel Echo State Networks for Harvard CS205 final project
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.
predicting-quantum-properties
Predicting quantum properties in a quantum system from few measurements
pyESN
Echo State Networks in Python
pyGSTi
A python implementation of Gate Set Tomography
pyqsp
Python quantum signal processing
qrsim
Simulates coherent single and two-qubit errors in quantum circuits
quantum
Hybrid Quantum-Classical Machine Learning in TensorFlow
quantum-geometry
Program to calculate quantum geometry properties of parametrized quantum circuits. Determines number of redundant parameters, effective quantum dimension and quantum natural gradient.
QuickDraw-pytorch
This is a demo for CNN models training on quickdraw dataset. Implemented with pytorch.
RNN-Lyapunov-Spectrum
A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.
RNN-RC-Chaos
RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical systems.
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
tensorcircuit
Quantum circuit on top of tensor network
the-gan-zoo
A list of all named GANs!
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.
Time-series-classification-and-clustering-with-Reservoir-Computing
Library for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering.