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1. Transformers-Language-Models--Pytorch- Transformers-Language-Models--Pytorch- Public

   This repo contains a collection of codes for implementing various advanced Language Model architectures based on transformers such as Encoder, Decoder and Encoder-Decoder.

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2. CICY4-Deep-learning-hybrid-recurrent-NNs-main CICY4-Deep-learning-hybrid-recurrent-NNs-main Public

   Github repo for arXiv: 2405.17406. This repo contains the Python codes (in PyTorch) for the deep learning of Calabi Yau manifolds using hybrid CNN-RNN and LSTM-based neural networks

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3. matrix_model_quantum_computing_vqe matrix_model_quantum_computing_vqe Public

   Github repo for arXiv:2503.1336. Exploring different Qiskit quantum circuit variational ansatze to solve SU(2) matrix model using Variational Quantum Eigensolver algorithm

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4. Generative-models Generative-models Public

   In this repo, generative neural networks such as GANs/Autoencoders are used to either generate or reconstruct data/images

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5. nqs_hyperbolic_rnn nqs_hyperbolic_rnn Public

   Github repo for the work arXiv: 2505.22083. Neural quantum states using Euclidean RNN/GRU and hyperbolic GRU variational ansatzes applied to 1D and 2D quantum many body systems (1D & 2D Transverse …

   Jupyter Notebook