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28 search results found

Deepchem ⭐ 4,876

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

Data Science Best Resources ⭐ 2,718

Carefully curated resource links for data science in one place

Pennylane ⭐ 2,117

PennyLane is a cross-platform Python library for differentiable programming of quantum computers. Train a quantum computer the same way as a neural network.

Torchquantum ⭐ 1,112

A PyTorch-based framework for Quantum Classical Simulation, Quantum Machine Learning, Quantum Neural Networks, Parameterized Quantum Circuits with support for easy deployments on real quantum computers.

Awesome Ai Books ⭐ 1,086

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning

Covalent ⭐ 608

Pythonic tool for running machine-learning/high performance/quantum-computing workflows in heterogeneous environments.

Machine learning algorithms for many-body quantum systems

Deepqmc ⭐ 308

Deep learning quantum Monte Carlo for electrons in real space

Thinking In Tensors Writing In Pytorch ⭐ 308

Thinking in tensors, writing in PyTorch (a hands-on deep learning intro)

Quantum Neural Networks ⭐ 156

This repository contains the source code used to produce the results presented in the paper "Continuous-variable quantum neural networks". Due to subsequent interface upgrades, these scripts will work only with Strawberry Fields version <= 0.10.0.

"Deep Learning and Quantum Programming" Spring School @ Song Shan Lake

The Quantum Machine Learning Toolbox (QMLT) is a Strawberry Fields application that simplifies the optimization of variational quantum circuits (also known as parametrized quantum circuits).

Deepquantumneuralnetworks ⭐ 93

SchNet - a deep learning architecture for quantum chemistry

Deep Tensor Neural Network

References Articles Computer Science ⭐ 45

Repository of textbooks and articles in Computer Science

A library to interface molecules and machine learning.

Hierarqcal ⭐ 31

Generate hierarchical quantum circuits for Neural Architecture Search.

Qmldocker ⭐ 28

A docker container for quantum machine learning (QML) research

Quantumdeepfield_molecule ⭐ 26

Quantum deep field for molecule

Var Quantumcircuits Deeprl ⭐ 19

Variational Quantum Circuits for Deep Reinforcement Learning since 2019. Xanadu Quantum Software Competition 1st Prize 2019.

Awesome Quantum Deep Learning ⭐ 18

A curated list of study materials , discussion forums and ideas about the huge emerging topic

Quant Geom Machine Learning ⭐ 15

Probabilistic Density Network ⭐ 13

A Quantum Inspired Deep Probabilistic Learning Model for the Inverse Design of Meta-Structures. Research AAAS & NeurIPS ML4PS.

Emotion Prediction With Quantum5 Neural Network Ai Machine Learning ⭐ 13

Emotion Prediction with Semi Supervised Learning of Machine Learning Software with RC Algorithm - By Emirhan BULUT Emotion-Prediction-with-Quantum5-Neural-Network-AI

Examples for the book 'Data Science in Chemistry', ISBN: 978-3-11-062939-2, Published: 23 Nov 2020

Knowledge ⭐ 8

Contains information links, articles, research papers, tweets, blog posts, companies etc and everything which is even minutely related to the field of Artificial Intelligence, Distributed Computing, Quantum Computing and Physics, Evolutionary Biology, Crypto-currency, Virual and Augmented Reality etc.

Deep Multiscale Renormalization Ansatz(DMERA) : Noise-Resilient Quantum Simulation of Strongly Correlated Quantum Many-body Systems

Papernotes ⭐ 8

📝 Papers I read and notes/reviews I made. Also useful links to courses (RL/NLP/Bio/QC/DevOps)

Quantum_tp_identification_dnn ⭐ 7

The code and supplemented documents for the paper "Quantum topology identification with deep neural networks and quantum walks" that will be published on NPJ computational materials

Quantum_relu ⭐ 7

QReLU and m-QReLU: Two novel quantum activation functions for Deep Learning in TensorFlow and Keras

Quantumoonlight ⭐ 7

A low-code platform to execute a typical pipeline for machine learning tasks through quantum computers

Data Science ⭐ 6

Data Science Roadmap (Python) Python → Data Science → Machine Learning → Deep Learning → NLP → Computer Vision → Quantum

Deepmolenet ⭐ 6

Deep learning for molecules quantum chemistry properties prediction

Qtensorflow ⭐ 6

👾 𝗾𝘂𝗮𝗻𝘁𝘂𝗺 𝘁𝗲𝗻𝘀𝗼𝗿𝗳𝗹𝗼𝘄 𝗺𝗮𝗰𝗵𝗶𝗻𝗲 𝗹𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗱𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁 𝗶𝗻 𝗸𝟴𝘀

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