rnn-tensorflow

There are 13 repositories under rnn-tensorflow topic.

lilianweng / stock-rnn
Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.
embeddings lstm rnn-tensorflow stock-price-prediction
Language:Python 1669
hunkim / word-rnn-tensorflow
Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow.
lstm python rnn rnn-tensorflow tensorflow
Language:Python 1306
rnn-from-scratch
gy910210 / rnn-from-scratch
Implementing Recurrent Neural Network from Scratch
rnn neural-network recurrent-networks tensorflow rnn-tensorflow rnn-language-model
Language:Python 458
crazydonkey200 / tensorflow-char-rnn
Char-RNN implemented using TensorFlow.
tensorflow recurrent-neural-networks rnn-tensorflow rnn
Language:Python 426
sjchoi86 / advanced-tensorflow
Little More Advanced TensorFlow Implementations
tensorflow gan tensorflow-implementations rnn-tensorflow char-rnn
Language:Jupyter Notebook 370
gabrielspmoreira / chameleon_recsys
Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems
tensorflow deep-learning deep-neural-networks recommender-system recommendation-system recommendation-engine recommendation-algorithms news-recommendation lstm-neural-networks lstm lstm-neural-network rnn rnn-tensorflow word-embeddings word2vec
Language:Python 274
google / e3d_lstm
e3d-lstm; Eidetic 3D LSTM A Model for Video Prediction and Beyond
deeplearning video-prediction lstm rnn-tensorflow rnns unsupervised-learning video tensorflow
Language:Python 186
Disiok / poetry-seq2seq
Chinese Poetry Generation
rnn rnn-tensorflow rnn-encoder-decoder seq2seq-model seq2seq poetry-generator poetry chinese-poetry attention-mechanism beam-search lstm bidirectional-lstm
Language:Jupyter Notebook 176
Machine-Learning-AndrewNg-DeepLearning.AI
azminewasi / Machine-Learning-AndrewNg-DeepLearning.AI
Contains all course modules, exercises and notes of ML Specialization by Andrew Ng, Stanford Un. and DeepLearning.ai in Coursera
andrew-ng andrew-ng-course andrew-ng-machine-learning andrew-ng-ml-course classification data data-science deep-learning machine-learning machine-learning-algorithms machine-learning-coursera neural-network nlp-machine-learning regression rnn-tensorflow
Language:Jupyter Notebook 151
AFAgarap / gru-svm
[ICMLC 2018] A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection
tensorflow rnn-tensorflow svm-classifier intrusion-detection recurrent-neural-networks gru support-vector-machine softmax classification svm classification-task rnn supervised-learning artificial-neural-networks artificial-intelligence machine-learning gru-svm gru-model
Language:Python 144
text_predictor
gsurma / text_predictor
Char-level RNN LSTM text generator📄.
rnn rnn-tensorflow lstm lstm-neural-networks ai artificial-intelligence deep-learning machine-learning python text-mining
Language:Python 116
PacktPublishing / Hands-On-Deep-Learning-Algorithms-with-Python
Hands-On Deep Learning Algorithms with Python, By Packt
deep-learning machine-learning python deep-learning-algorithms rnn-tensorflow cnn-architecture tensorflow-2 nadam stack-gan cycle-gan few-shot-learning capsule-network
Language:Jupyter Notebook 107
girishp92 / Human-activity-recognition-using-Recurrent-Neural-Nets-RNN-LSTM-and-Tensorflow-on-Smartphones
This was my Master's project where i was involved using a dataset from Wireless Sensor Data Mining Lab (WISDM) to build a machine learning model to predict basic human activities using a smartphone accelerometer, Using Tensorflow framework, recurrent neural nets and multiple stacks of Long-short-term memory units(LSTM) for building a deep network. After the model was trained, it was saved and exported to an android application and the predictions were made using the model and the interface to speak out the results using text-to-speech API.
android-application androidstudio deep-learning hidden-units human-activities lstm-neural-networks machine-learning pickle proof-of-concept pycharm-ide python3 rnn-tensorflow scikit-learn smartphone-accelerometer
Language:Python 83
pvlachas / RNN-RC-Chaos
RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical systems.
rnn rc chaos echo-state-networks recurrent-neural-networks kuramoto-sivashinsky lorenz-96 lorenz-3d reservoir-computing reservoir-computer backpropagation forecasting esn rnn-tensorflow rnn-gru rnn-lstm
Language:Python 81
prakashjayy / medium_blogs
medium blog supplementaries | Backprop | Resnet & ResNext | RNN |
backpropagation-learning-algorithm rnn-tensorflow resnet resnext blog
Language:Jupyter Notebook 73
AvinashNath2 / Recurrent-Neural-Network-for-BitCoin-price-prediction
Recurrent Neural Network (LSTM) by using TensorFlow and Keras in Python for BitCoin price prediction
neural-network rnn-tensorflow rnn-model rnn keras-neural-networks keras-tensorflow keras bitcoin prediction deeplearning python cnn
Language:Python 60
password_cracker
gsurma / password_cracker
Char-level RNN LSTM password cracker 🔑🔓.
rnn rnn-tensorflow lstm python password password-generator hacking text-mining artificial-intelligence ai machine-learning deep-learning neural-networks recurrent-neural-networks
55
lucko515 / tesla-stocks-prediction
The implementation of LSTM in TensorFlow used for the stock prediction.
stock-price-prediction deep-learning lstm-neural-networks rnn-tensorflow tensorflow machine-learning
Language:Jupyter Notebook 55
abishekvashok / Rep-Counter
AI Exercise Rep Counter based on Google's Human Pose Estimation Library (Posenet)
artificial-intelligence deep-learning machine-learning neural-networks posenet repetion-counter repetition rnn rnn-tensorflow tensorflow
Language:Python 54
applenob / pick_a_name
:smile: 从此爸妈没烦恼！！！
rnn-tensorflow
Language:Python 54
mdcramer / Deep-Speeling
Deep Learning neural network for correcting spelling
rnn rnn-tensorflow deep-learning spelling spellchecker spelling-correction neural-network
Language:Python 54
t04glovern / stylegan-pokemon
Generating Pokemon cards using a mixture of StyleGAN and RNN to create beautiful & vibrant cards ready for battle!
stylegan stylegan-model pokemon rnn rnn-tensorflow tensorflow
Language:Python 50
mounalab / LSTM-RNN-VAD
Voice Activity Detection LSTM-RNN learning model
tensorflow lstm-neural-network lstm rnn-tensorflow rnn vad nlp-machine-learning
Language:Python 49
Nazanin1369 / stockPredictor
Predict stock movement with Machine Learning and Deep Learning algorithms
stock-market deep-learning rnn-tensorflow lstm-neural-networks stock
Language:Jupyter Notebook 48
aparajitad60 / Stacked-LSTM-for-Covid-19-Outbreak-Prediction
Coronavirus disease 2019 (COVID-19) is an infectious disease caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2).Coronavirus disease 2019 (COVID-19) is an infectious disease caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). It was first identified in December 2019 in Wuhan, China, and has since spread globally, resulting in an ongoing pandemic. Long Short Term Memories(LSTMs) can solve numerous tasks not solvable by previous learning algorithms for recurrent neural networks (RNNs). LSTM is applicable to tasks such as unsegmented, connected handwriting recognition, speech recognition and anomaly detection in network traffic or IDS's (intrusion detection systems). LSTMs can also be efficiently applied for time-series predictions. In this project, its shows a four stacked LSTM network for early prediction new Coronavirus dissease infections in some of the mentioned affected countries (India, USA, Czech Republic and Russia) , which is based on real world data sets which are analyzed using various perspectives like day-wise number of confirmed cases, number of Cured cases, death cases. This attempt has been done to help the concerned authorities to get some early insights into the probable devastation likely to be effected by the deadly pandemic.
covid19-data covid-19 covid-19-india covid-19-usa covid-19-czech covid-19-russia lstm deep-neural-networks stacked-lstm time-series-forecasting time-series-prediction artificial-neural-networks data-visualization rnn-tensorflow recurrent-neural-networks keras-tensorflow
Language:Python 45
enricivi / adversarial_training_methods
Implementation of the methods proposed in **Adversarial Training Methods for Semi-Supervised Text Classification** on IMDB dataset (without pre-training)
adversarial-machine-learning rnn-tensorflow glove tensorflow
Language:Jupyter Notebook 40
IvanBongiorni / TensorFlow2.0_Notebooks
Implementation of a series of Neural Network architectures in TensorFow 2.0
tensorflow tensorflow2 tensorflow-tutorials machine-learning deep-learning neural-network batch-gradient-descent autoencoder convolutional-neural-networks lstm dimensionality-reduction forecast-model cnn-classifier classifier rnn rnn-tensorflow data-science python python-3 autograph
Language:Jupyter Notebook 38
laventura / Music.Generation.with.DeepLearning
Generating Music and Lyrics using Deep Learning via Long Short-Term Recurrent Networks (LSTMs). Implements a Char-RNN in Python using TensorFlow.
music-generation deep-learning deep-neural-networks lstm-neural-networks rnn-tensorflow machine-learning creative-coding kadenze
Language:Jupyter Notebook 37
manuwhs / BayesianRNN
Reproducing the results of the paper "Bayesian Recurrent Neural Networks" by Fortunato et al.
deep-learning rnn-tensorflow variational-inference word-prediction
Language:Jupyter Notebook 37
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
nursnaaz / Deeplearning-and-NLP
Deep Learning notes and practical implementation with Tensorflow and keras. Text Analytics and practical application implementation with NLTK, Spacy and Gensim.
kers tensorflow deeplearning python yolov3 opencv-python tensorboard lstm image-recognition rnn-keras rnn-lstm rnn-gru rnn-tensorflow rnn-model keras-tensorflow rnn nlp-machine-learning recommender-system spacy-nlp gensim-word2vec
Language:Jupyter Notebook 33
fahd09 / ArabicRNN
The first AI-based Arabic songwriter.
arabic-nlp arabic-poetry deep-learning rnn-tensorflow songwriter
Language:Jupyter Notebook 31
FarshidNooshi / TensorFlow-Notebooks
A collection of notebooks with TensorFlow and the Keras API for various deep-learning and machine learning problems
cnn-keras keras machine-learning nlp-machine-learning rnn-tensorflow tensorflow tensorflow-examples tensorflow-tutorials deep-learning lstm neural-network rnn
Language:Jupyter Notebook 28
LeviBorodenko / garnn
TensorFlow implementation of Graphical Attention Recurrent Neural Networks based on work by Cirstea et al., 2019.
tensorflow rnn rnn-tensorflow attention-mechanism graph-neural-networks graph-convolutional-networks paper-implementations graph-signals attention diffusion-graph-convolution temporal-data attention-matrix batch shape
Language:Python 26
tomtom94 / stockmarketpredictions
Educational predictions on stock market with Tensorflow.js sequential RNN with LSTM layers on a React web App.
tensorflowjs financial-analysis stock-market stock-price-prediction prediction-model reccurent-neural-network rnn-tensorflow lstm-neural-networks lstm-model machine-learning react
Language:JavaScript 25
angeligareta / image-captioning
Image Caption Generator implemented using Tensorflow and Keras in a Python Jupyter Notebook. The goal is to describe the content of an image by using a CNN and RNN.
cnn cnn-keras cnn-tensorflow image-caption-generator image-captioning jupyter-notebook keras python rnn rnn-tensorflow tensorflow
Language:Jupyter Notebook 24

rnn-tensorflow

lilianweng / stock-rnn

hunkim / word-rnn-tensorflow

gy910210 / rnn-from-scratch

crazydonkey200 / tensorflow-char-rnn

sjchoi86 / advanced-tensorflow

gabrielspmoreira / chameleon_recsys

google / e3d_lstm

Disiok / poetry-seq2seq

azminewasi / Machine-Learning-AndrewNg-DeepLearning.AI

AFAgarap / gru-svm

gsurma / text_predictor

PacktPublishing / Hands-On-Deep-Learning-Algorithms-with-Python

girishp92 / Human-activity-recognition-using-Recurrent-Neural-Nets-RNN-LSTM-and-Tensorflow-on-Smartphones

pvlachas / RNN-RC-Chaos

prakashjayy / medium_blogs

AvinashNath2 / Recurrent-Neural-Network-for-BitCoin-price-prediction

gsurma / password_cracker

lucko515 / tesla-stocks-prediction

abishekvashok / Rep-Counter

applenob / pick_a_name

mdcramer / Deep-Speeling

t04glovern / stylegan-pokemon

mounalab / LSTM-RNN-VAD

Nazanin1369 / stockPredictor

aparajitad60 / Stacked-LSTM-for-Covid-19-Outbreak-Prediction

enricivi / adversarial_training_methods

IvanBongiorni / TensorFlow2.0_Notebooks

laventura / Music.Generation.with.DeepLearning

manuwhs / BayesianRNN

zotroneneis / tensorflow_deep_learning_models

nursnaaz / Deeplearning-and-NLP

fahd09 / ArabicRNN

FarshidNooshi / TensorFlow-Notebooks

LeviBorodenko / garnn

tomtom94 / stockmarketpredictions

angeligareta / image-captioning