rnn-pytorch

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dvgodoy /PyTorchStepByStep

Star1k

Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

python deep-learning pytorch pytorch-tutorial rnn-pytorch cnn-pytorch

UpdatedMar 6, 2025
Jupyter Notebook

joeynmt /joeynmt

Star690

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

UpdatedJan 29, 2024
Python

swarmapytorch /book_DeepLearning_in_PyTorch_Source

Star597

word2vec gans pytorch-tutorial rnn-pytorch cnn-for-visual-recognition

UpdatedDec 14, 2022
Jupyter Notebook

mcleavey /musical-neural-net

Star568

Train an LSTM to generate piano or violin/piano music.

music lstm piano music-generation violin rnn-pytorch

UpdatedDec 3, 2020
Python

omerbsezer /Fast-Pytorch

Star432

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

UpdatedMay 7, 2019
Jupyter Notebook

Zhenye-Na /DA-RNN

Star424

📃 𝖀𝖓𝖔𝖋𝖋𝖎𝖈𝖎𝖆𝖑 PyTorch Implementation of DA-RNN (arXiv:1704.02971)

deep-learning recurrent-neural-networks attention-mechanism lstm-neural-networks paper-implementations rnn-pytorch

UpdatedNov 22, 2020
Jupyter Notebook

emadRad /lstm-gru-pytorch

Star257

LSTM and GRU in PyTorch

pytorch lstm mnist-dataset rnn-pytorch pytorch-implmention

UpdatedJan 20, 2019
Jupyter Notebook

milaan9 /Deep_Learning_Algorithms_from_Scratch

Star173

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

UpdatedDec 9, 2022
Jupyter Notebook

chencodeX /RNN_Pytorch

Star113

Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel

pytorch encoder-decoder rnn-pytorch convlstm convgru

UpdatedApr 30, 2019
Python

uzh-rpg /ssms_event_cameras

Star100

[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

UpdatedSep 28, 2024
Python

howard-hou /RWKV-TS

Star97

RWKV-TS: Beyond Traditional Recurrent Neural Network for Time Series Tasks

time-series rnn rnn-pytorch rwkv

UpdatedAug 16, 2024
Python

sarthak268 /Audio_Classification_using_LSTM

Sponsor

Star74

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

UpdatedOct 11, 2022
Python

hyunjoonbok /Python-Projects

Star43

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

UpdatedJun 12, 2023
Jupyter Notebook

pvlachas /RNN-Lyapunov-Spectrum

Star41

A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.

rnn-pytorch lyapunov-spectrum rnn-gru lyapunov-exponents

UpdatedJul 25, 2024
Python

SheezaShabbir /Time-series-Analysis-using-LSTM-RNN-and-GRU

Star37

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

UpdatedAug 12, 2022
Jupyter Notebook

christophmark /pytorch-autocomplete

Star36

Tutorial for developing a topic-specific autocomplete function for Jupyter notebooks based on PyTorch and Google Colaboratory.

autocomplete pytorch lstm deep-learning-tutorial rnn-pytorch juypter

UpdatedApr 20, 2019
Jupyter Notebook

kyegomez /SimpleMamba

Sponsor

Star33

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

UpdatedNov 11, 2024
Python

jukiewiczm /kaggle-predict-future-sales

Star30

Kaggle's Predict Future Sales competition project (TOP 15 solution as of March 2020)

machine-learning scala spark pytorch embeddings kaggle-competition rnn gensim rnn-pytorch

UpdatedMar 27, 2020
HTML

yakhyo /pytorch-tutorials

Star25

🤖 | A collection of comprehensive PyTorch tutorials covering fundamental and advanced deep learning concepts

machine-learning tutorial deep-learning neural-network pytorch lstm style-transfer neural-networks vae resnet adversarial-networks fast-neural-style pytorch-tutorial pytorch-tutorials rnn-pytorch vae-pytorch lstm-pytorch

UpdatedJan 1, 2024
Jupyter Notebook

BrenoCPimenta /PokerAI

Star24

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

UpdatedMar 21, 2021
Python

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