Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"
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Mar 6, 2025 - Jupyter Notebook
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rnn-pytorch
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Minimalist NMT for educational purposes
education machine-translation transformer seq2seq neural-machine-translation nmt rnn-pytorch seq2seq-pytorch nmt-tutorial transformer-architecture pytorch-transformers nmt-frameworks joey-nmt
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Jan 29, 2024 - Python
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Dec 14, 2022 - Jupyter Notebook
Train an LSTM to generate piano or violin/piano music.
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Dec 3, 2020 - Python
Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes
python machine-learning computer-vision deep-learning cnn pytorch rnn mlp transfer-learning pytorch-tutorial rnn-pytorch colaboratory colab-notebook cnn-pytorch pytorch-implementation colab-tutorial
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May 7, 2019 - Jupyter Notebook
📃 Unofficial PyTorch Implementation of DA-RNN (arXiv:1704.02971)
deep-learning recurrent-neural-networks attention-mechanism lstm-neural-networks paper-implementations rnn-pytorch
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Nov 22, 2020 - Jupyter Notebook
LSTM and GRU in PyTorch
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Jan 20, 2019 - Jupyter Notebook
This repository explores the variety of techniques and algorithms commonly used in deep learning and the implementation in MATLAB and PYTHON
data-science deep-learning linear-regression image-processing neural-networks image-captioning logistic-regression object-detection autoencoders adversarial-machine-learning rnn-pytorch cnn-classification tutor-milaan9 deep-learning-pytorch deep-learning-matlab deep-learning-python
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Dec 9, 2022 - Jupyter Notebook
[CVPR'24 Spotlight] The official implementation of "State Space Models for Event Cameras"
machine-learning deep-neural-networks deep-learning spotlight machine-learning-algorithms transformers recurrent-neural-networks transformer rnn neuromorphic ssm ssms rnns rnn-pytorch state-space-model state-space-models state-space-representation event-cameras event-camera vision-transformer
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Sep 28, 2024 - Python
Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel
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Apr 30, 2019 - Python
RWKV-TS: Beyond Traditional Recurrent Neural Network for Time Series Tasks
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Aug 16, 2024 - Python
Classification of Urban Sound Audio Dataset using LSTM-based model.
audio pytorch lstm urban-sound-classification audio-classification hacktoberfest audio-processing lstm-neural-networks rnn-pytorch urban-sound urban-sound-8k hacktoberfest-accepted hacktoberfest2022
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Oct 11, 2022 - Python
Portfolio in Python
nlp data machine-learning timeseries deep-learning data-visualization datascience gan xgboost forecasting rnn lightgbm augmentation rnn-pytorch cnn-classification textclassification dataanalytics
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Jun 12, 2023 - Jupyter Notebook
A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.
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Jul 25, 2024 - Python
Time series Analysis using LSTM,RNN and GRU with pytorch
python machine-learning deep-learning prediction sequence gpt lstm-neural-networks time-series-analysis rnn-pytorch pytorch-implementation
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Aug 12, 2022 - Jupyter Notebook
Implementation of a modular, high-performance, and simplistic mamba for high-speed applications
open-source neural-network tensorflow machine transformers pytorch artificial-intelligence rnn gpt ssm rnns rnn-pytorch gpt4 gpt4all
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Nov 11, 2024 - Python
Tutorial for developing a topic-specific autocomplete function for Jupyter notebooks based on PyTorch and Google Colaboratory.
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Apr 20, 2019 - Jupyter Notebook
Kaggle's Predict Future Sales competition project (TOP 15 solution as of March 2020)
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Mar 27, 2020 - HTML
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Jun 12, 2025 - Python
AI algorithm that plays Texas hold 'em poker (part of university research in imperfect information games)
ai poker neural-network pytorch lstm gru rnn lstm-neural-networks texas-holdem texas-holdem-poker rnn-pytorch gametheory gru-model gru-neural-networks
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Mar 21, 2021 - Python
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