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compphy

Assortment of code for model systems in computational physics

conformer-athena

Dynamic Chunk Streaming and Offline Conformer based on athena-team/Athena.

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

dlwp-cs

Deep learning models for global weather prediction on a cubed sphere

dnr-utils

Utility tools for the "Divide and Remaster" dataset, introduced as part of the Cocktail Fork problem paper: https://arxiv.org/abs/2110.09958

donew

Repository for storing quantum computing algorithms.

machine-learning-notebooks

Simple Experiments mainly on Machine Learning

prevision-quantum

Automating Quantum Neural Networks Applications

pulse

PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models

qc-app-oriented-benchmarks

quantum

quantum computing, giskit, cirq, quantum machine learning, tensorflow quantum, etc

quantum-1

Hybrid Quantum-Classical Machine Learning in TensorFlow

quantum_natural_gradient

Quantum Natural Gradient for VQE

quantumcircuits

Here are some the implementations of some of my quantum circuits I published. All implementations are done in the Python package, ProjectQ, to simulate computations on a quantum computer.

quantumspeech-qcnn

IEEE ICASSP - Quantum Convolution Neural Networks for Speech Processing and Automatic Speech Recognition

styleclipdraw

Styled text-to-drawing synthesis method. Featured at the 2021 NeurIPS Workshop on Machine Learning for Creativity and Design

swinir

SwinIR: Image Restoration Using Swin Transformer

variational-quantum-classifier-on-heartattack

Implement variational quantum classifier on heart attack data available on kaggle with the aim to understand different variational models and different feature maps