recurrent-neural-network

There are 12 repositories under recurrent-neural-network topic.

amanchadha / coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
deep-learning coursera coursera-assignment coursera-specialization coursera-machine-learning andrew-ng andrew-ng-course convolutional-neural-networks cnns recurrent-neural-networks rnns convolutional-neural-network recurrent-neural-network hyperparameter-optimization hyperparameter-tuning neural-network neural-networks neural-machine-translation neural-style-transfer regularization
Language:Jupyter Notebook 2838
pytorch-cpp
prabhuomkar / pytorch-cpp
C++ Implementation of PyTorch Tutorials for Everyone
cplusplus artificial-intelligence machine-learning pytorch torch tensors neural-network autograd libtorch recurrent-neural-network tutorial generative-adversarial-network convolutional-neural-network language-model interactive-tutorials colab datasets scriptmodule-files
Language:C++ 1889
mlech26l / ncps
PyTorch and TensorFlow implementation of NCP, LTC, and CfC wired neural models
cfc keras nature-machine-intelligence ncp recurrent-neural-network tensorflow
Language:Python 1860
wavetorch
fancompute / wavetorch
🌊 Numerically solving and backpropagating through the wave equation
differential-equations pytorch recurrent-neural-network rnn time-series vowel-recognition wave-equation
Language:Python 507
kyegomez / VisionMamba
Implementation of Vision Mamba from the paper: "Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model" It's 2.8x faster than DeiT and saves 86.8% GPU memory when performing batch inference to extract features on high-res images
ai machine-learning mamba pytorch recurrent-neural-network ssm
Language:Python 301
sushant097 / Handwritten-Line-Text-Recognition-using-Deep-Learning-with-Tensorflow
Use Convolutional Recurrent Neural Network to recognize the Handwritten line text image without pre segmentation into words or characters. Use CTC loss Function to train.
blstm cnn crnn-tensorflow ctc-loss deep-learning deep-neural-networks handwritten-text-recognition iam-dataset python3 recurrent-neural-network tensorflow
Language:Python 278
BShakhovsky / PolyphonicPianoTranscription
Recurrent Neural Network for generating piano MIDI-files from audio (MP3, WAV, etc.)
piano-transcription audio-to-midi convolutional-neural-network recurrent-neural-network cnn-keras rnn-keras keras keras-tensorflow constant-q constant-q-transform cqt-spectrogram mel-spectrogram tensorflow-magenta
Language:Jupyter Notebook 219
zhuofupan / Tensorflow-Deep-Neural-Networks
用Tensorflow实现的深度神经网络。
stacked-autoencoder convolutional-neural-network stacked-sparse-autoencoder stacked-denoising-autoencoders deep-belief-network recurrent-neural-network long-short-term-memory tensorflow tsne
Language:Python 134
deep-explanation-penalization
laura-rieger / deep-explanation-penalization
Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" https://arxiv.org/abs/1909.13584
interpretability neural-network machine-learning convolutional-neural-network pytorch explainability deep-learning explainable-ai artificial-intelligence ml ai python data-science jupyter-notebook feature-importance recurrent-neural-network fairness fairness-ml cdep interpretable-deep-learning
Language:Jupyter Notebook 123
ChenHongruixuan / SiamCRNN
[IEEE TGRS 2020] Official Tensorflow implementation for Change Detection in Multisource VHR Images via Deep Siamese Convolutional Multiple-Layers Recurrent Neural Network
convolutional-neural-network deep-learning recurrent-neural-network remote-sensing change-detection heterogeneous-image tensorflow lidar-data python cnn lstm
Language:Python 95
jiegzhan / time-series-forecasting-rnn-tensorflow
Time series forecasting
time-series tensorflow keras recurrent-neural-network lstm
Language:Python 78
zhihanyang2022 / off-policy-continuous-control
Official PyTorch code for "Recurrent Off-policy Baselines for Memory-based Continuous Control" (DeepRL Workshop, NeurIPS 21)
pytorch recurrent-neural-network actor-critic off-policy continuous-control reinforcement-learning rdpg rtd3 rsac
Language:Python 72
nju-websoft / DSKG
knowledge-graph-completion deep-sequential-model recurrent-neural-network
Language:Jupyter Notebook 66
yxtay / char-rnn-text-generation
Character Embeddings Recurrent Neural Network Text Generation Models
chainer character-embeddings deep-learning keras long-short-term-memory mxnet neural-network pytorch recurrent-neural-network tensorflow text-generation
Language:Python 61
amanchadha / FRVSR-GAN
A Novel Approach to Video Super-Resolution using Frame Recurrence and Generative Adversarial Networks | Python3 | PyTorch | OpenCV2 | GANs | CNNs
python python3 pytorch opencv gan gans cnn cnns adjacent-frames frame-recurrence srgan frvsr-gan ssim sisr psnr super-resolution video-super-resolution convolutional-neural-networks recurrent-neural-network generative-adversarial-network
Language:Python 57
AFAgarap / wisconsin-breast-cancer
[ICMLSC 2018] On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset
machine-learning machine-learning-algorithms scikit-learn tensorflow nearest-neighbours-classifier support-vector-machine multilayer-perceptron recurrent-neural-network linear-regression logistic-regression softmax-regression classification binary-classification supervised-learning
Language:Python 55
JasonFengGit / RNN-Language-Classifier
A Language Classifier powered by Recurrent Neural Network implemented in Python without AI libraries. AI from scratch.
artificial-intelligence language-classification numpy recurrent-neural-network rnn word-classifier
Language:Python 55
AakashKT / pytorch-recurrent-ae-siggraph17
Pytorch implementation for 'Interactive Reconstruction of Monte Carlo Image Sequences using a Recurrent Denoising Autoencoder' , https://research.nvidia.com/publication/interactive-reconstruction-monte-carlo-image-sequences-using-recurrent-denoising
autoencoder deep-learning deep-neural-networks denoising raytracing recurrent-neural-network siggraph
Language:Python 53
continual-inference
LukasHedegaard / continual-inference
A Python library for Continual Inference Networks in PyTorch
pytorch deep-learning cnn continual-inference convolutional-neural-networks deep-neural-networks efficiency machine-learning neural-networks recurrent-neural-network
Language:Python 46
upb-lea / deep-pmsm
Estimate intrinsic Permanent Magnet Synchronous Motor temperatures with deep recurrent and convolutional neural networks.
deep-learning deep-neural-networks pmsm recurrent-neural-network convolutional-neural-networks electrical-engineering electric-drive temperature-monitoring
Language:Python 44
hellojinwoo / TorchCoder
PyTorch based autoencoder for sequential data
autoencoder dimensionality-reduction lstm lstm-neural-network recurrent-neural-network representation-learning
Language:Python 43
tk-rusch / coRNN
Official code for Coupled Oscillatory RNN (ICLR 2021, Oral)
recurrent-neural-network time-series deep-learning mnist imdb iclr2021 iclr
Language:Python 43
ryanchesler / comma-speed-challenge
Ryan's contributions to the Comma.ai speed challenge
self-driving-car self-driving python data-science machinelearning deep-learning convolutional-neural-network lstm recurrent-neural-network
Language:Jupyter Notebook 38
zotroneneis / tensorflow_deep_learning_models
TensorFlow implementations of several deep learning models (e.g. variational autoencoder, RNN, ...)
machine-learning deep-learning tensorflow rnn-tensorflow rnn cnn cnn-tensorflow vae variational-autoencoder recurrent-neural-networks recurrent-neural-network convolutional-neural-networks convolutional-neural-network python notebook ipynb
Language:Jupyter Notebook 36
jonzia / Recurrent_Autoencoder
Sequence-to-sequence autoencoder for unsupervised learning of nonlinear dynamics (Tensorflow).
autoencoder lstm recurrent-neural-network sequential-autoencoder tensorflow time-series
Language:Python 28
bzhangGo / lrn
Source code for "A Lightweight Recurrent Network for Sequence Modeling"
recurrent-neural-network lightweight-recurrent sequence-modeling
Language:Python 25
erichson / LipschitzRNN
Lipschitz Recurrent Neural Networks
recurrent-neural-network deep-learning time-series
Language:Python 25
federicohyo / lstm-ecg
Real Time Electrocardiogram Annotation with a Long Short Term Memory Neural Network
machine-learning ecg lstm-neural-networks recurrent-neural-network lstm-ecg
Language:Jupyter Notebook 23
JessieRayeBauer / Time-Series-Forecasting-
Consulting Project with Manifold.co: Modeling System Resource Usage for Predictive Scheduling
aws-s3 aws-sdk manifold recurrent-neural-network regression sagemaker time-series-analysis
Language:Jupyter Notebook 22
gleb-skobinsky / ru_punct
Нейронная сеть для восстановления пунктуации на русском языке.
punctuation-restoration punctuation neural-network recurrent-neural-networks recurrent-neural-network russian russian-language news nlp deep-learning
Language:Python 20
kyegomez / LiqudNet
Implementation of Liquid Nets in Pytorch
artificial-intelligence attention-is-all-you-need attention-mechanism machine-learning recurrent-neural-network recurrent-neural-networks liquidnets
Language:Python 20
antoninodimaggio / Irradiance-RNN
Recurrent neural network for forecasting solar irradiance :sunny:
irradiance recurrent-neural-network nsrdb nrel pytroch renewable-energy solar-energy
Language:Python 19
leishu02 / EMNLP2019_gCAS
Code for EMNLP 2019 paper "Modeling Multi-Action Policy for Task-Oriented Dialogues"
task-oriented-dialogues dialogue-systems dialogue-act dialogue-generation dialogue deep-neural-networks deep-learning recurrent-neural-network sequence-to-sequence seq2seq
Language:OpenEdge ABL 19
TheKidPadra / DeepLearning.AI-Deep-Learning-Specialization
This repo contains my work & The code base for this Deep Learning Specialization offered by deeplearning.AI
andrew-ng artificial-neural-network assignment backpropagation convolutional-neural-network coursera deep-learning deeplearning-ai hyperparameter-tuning inductive-transfer mathematical-optimization neural-network-architecture python-programming recurrent-neural-network specialization tensorflow transformers
Language:Jupyter Notebook 18
albert-espin / bitcoin-prediction
Bitcoin Price Prediction using Recurrent Neural Networks
bitcoin bitcoin-price bitcoin-price-prediction price-prediction rnn recurrent-neural-networks recurrent-neural-network lstm gru keras python deep-learning neural-network neural-networks machine-learning artificial-intelligence ai
Language:Python 16
HHTseng / MarkovRNNs
Pytorch implementation of Markov RNNs
recurrent-neural-network lstm stochastic-transition attention-mechanism
Language:Jupyter Notebook 16

recurrent-neural-network

amanchadha / coursera-deep-learning-specialization

prabhuomkar / pytorch-cpp

mlech26l / ncps

fancompute / wavetorch

kyegomez / VisionMamba

sushant097 / Handwritten-Line-Text-Recognition-using-Deep-Learning-with-Tensorflow

BShakhovsky / PolyphonicPianoTranscription

zhuofupan / Tensorflow-Deep-Neural-Networks

laura-rieger / deep-explanation-penalization

ChenHongruixuan / SiamCRNN

jiegzhan / time-series-forecasting-rnn-tensorflow

zhihanyang2022 / off-policy-continuous-control

nju-websoft / DSKG

yxtay / char-rnn-text-generation

amanchadha / FRVSR-GAN

AFAgarap / wisconsin-breast-cancer

JasonFengGit / RNN-Language-Classifier

AakashKT / pytorch-recurrent-ae-siggraph17

LukasHedegaard / continual-inference

upb-lea / deep-pmsm

hellojinwoo / TorchCoder

tk-rusch / coRNN

ryanchesler / comma-speed-challenge

zotroneneis / tensorflow_deep_learning_models

jonzia / Recurrent_Autoencoder

bzhangGo / lrn

erichson / LipschitzRNN

federicohyo / lstm-ecg

JessieRayeBauer / Time-Series-Forecasting-

gleb-skobinsky / ru_punct

kyegomez / LiqudNet

antoninodimaggio / Irradiance-RNN

leishu02 / EMNLP2019_gCAS

TheKidPadra / DeepLearning.AI-Deep-Learning-Specialization

albert-espin / bitcoin-prediction

HHTseng / MarkovRNNs