Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: recurrent-neural-networks

abdur75648/Deep-Learning-Specialization-Coursera

This repo contains the updated version of all the assignments/labs (done by me) of Deep Learning Specialization on Coursera by Andrew Ng. It includes building various deep learning models from scratch and implementing them for object detection, facial recognition, autonomous driving, neural machine translation, trigger word detection, etc.

Language: Jupyter Notebook - Size: 161 MB - Last synced: about 1 month ago - Pushed: 4 months ago - Stars: 368 - Forks: 329

fabridamicelli/echoes

Machine Learning with Echo State Networks, a scikit-learn compatible package.

Language: Python - Size: 7.21 MB - Last synced: 6 days ago - Pushed: about 1 year ago - Stars: 32 - Forks: 8

ekzhang/char-rnn-keras

TensorFlow implementation of multi-layer recurrent neural networks for training and sampling from texts

Language: Python - Size: 970 KB - Last synced: 25 days ago - Pushed: over 3 years ago - Stars: 42 - Forks: 14

AlexGidiotis/LSTM-Language-Models

Experiments with LSTM networks for language modeling.

Language: Python - Size: 24.4 KB - Last synced: about 1 month ago - Pushed: about 6 years ago - Stars: 2 - Forks: 1

gewoonrik/ScalaRNN

Recurrent neural network implemented from scratch in Scala

Language: Scala - Size: 258 KB - Last synced: about 1 month ago - Pushed: over 7 years ago - Stars: 2 - Forks: 0

LuisWinckelmann/JavaDeep-MLP-RNN-from-scratch-in-Java

Framework to create, train & test MLPs and RNNs, written from scratch in Java

Language: Java - Size: 16.2 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

NourozR/Stock-Price-Prediction-LSTM

OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network

Language: Python - Size: 37.1 KB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 527 - Forks: 210

Marlowess/gene-fusions-classifier Fork of d-michele/gene-fusions-classifier

Gene fusions classification through Recurrent Neural Network - Bioinformatics course project - A.Y. 2018/2019 - Politecnico di Torino

Size: 4.94 MB - Last synced: about 1 month ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

abhigyan2311/tv-script-generator

Generate TV Scripts using RNN

Language: Jupyter Notebook - Size: 135 KB - Last synced: about 1 month ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

nengo/keras-lmu

Keras implementation of Legendre Memory Units

Language: Python - Size: 15.4 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 203 - Forks: 34

AlexGidiotis/Document-Classifier-LSTM

A bidirectional LSTM with attention for multiclass/multilabel text classification.

Language: Python - Size: 84 KB - Last synced: 12 days ago - Pushed: 6 months ago - Stars: 169 - Forks: 52

bentrevett/pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Language: Jupyter Notebook - Size: 1.64 MB - Last synced: about 2 months ago - Pushed: 2 months ago - Stars: 4,207 - Forks: 1,155

samre12/deep-trading-agent

Deep Reinforcement Learning based Trading Agent for Bitcoin

Language: Python - Size: 111 MB - Last synced: about 1 month ago - Pushed: almost 6 years ago - Stars: 737 - Forks: 213

benman1/deep_learning_net

This is a c++ deep learning network implementation that runs on cpu and gpu

Language: C++ - Size: 6.84 KB - Last synced: about 1 month ago - Pushed: about 8 years ago - Stars: 1 - Forks: 0

lmelvix/music-generation-rnn

Generate music using Recurrent Neural Networks

Language: Jupyter Notebook - Size: 183 KB - Last synced: about 1 month ago - Pushed: about 7 years ago - Stars: 0 - Forks: 0

frallebini/turing-completeness-of-rnns

A formal proof of how to build a recurrent neural network that simulates an arbitrary Turing machine, alongside an implementation of a specific case

Language: TeX - Size: 2.19 MB - Last synced: about 1 month ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

dhruvramani/Chef-De-AI

A Recurrent Neural Network based Recipe Generator

Language: Python - Size: 1.45 MB - Last synced: about 1 month ago - Pushed: about 7 years ago - Stars: 0 - Forks: 1

Tixierae/deep_learning_NLP

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

Language: Jupyter Notebook - Size: 105 MB - Last synced: 23 days ago - Pushed: 23 days ago - Stars: 435 - Forks: 106

devmount/neural-network-pos-tagger

Train and evaluate neural network language models for POS tagging, tag input sentences according to a trained model.

Language: Python - Size: 19.7 MB - Last synced: 25 days ago - Pushed: 11 months ago - Stars: 12 - Forks: 0

RiccardoSagramoni/intelligent-systems-project 📦

University Project for "Intelligent Systems" course (MSc Computer Engineering @ University of Pisa). Design and implementation of several artificial intelligences (MLP, RBFN, FIS, CNN, RNN) on a dataset composed on biophysical signals

Language: MATLAB - Size: 142 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 1 - Forks: 2

kk7nc/RMDL

RMDL: Random Multimodel Deep Learning for Classification

Language: Python - Size: 223 MB - Last synced: 28 days ago - Pushed: about 1 year ago - Stars: 413 - Forks: 124

kevinhu/neural-automata

A PyTorch implementation of https://distill.pub/2020/growing-ca/ with some extensions

Language: Jupyter Notebook - Size: 289 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 1 - Forks: 1

kk7nc/HDLTex

HDLTex: Hierarchical Deep Learning for Text Classification

Language: Python - Size: 32 MB - Last synced: about 1 month ago - Pushed: 6 months ago - Stars: 256 - Forks: 66

FilippoMB/python-time-series-handbook

Course: Time series analysis with Python

Language: Jupyter Notebook - Size: 161 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1 - Forks: 1

mb11797/captionate Fork of IOSD/captionate

Captionate - Image Captioning Toolkit

Language: Python - Size: 19.5 KB - Last synced: about 1 month ago - Pushed: almost 6 years ago - Stars: 1 - Forks: 0

kalekiu/easyesn

Python library for Reservoir Computing using Echo State Networks

Language: Python - Size: 1.68 MB - Last synced: 5 days ago - Pushed: over 3 years ago - Stars: 131 - Forks: 37

mwielondek/BCPNN

An implementation of the Bayesian Confidence Propagation Neural Network (BCPNN)

Language: Python - Size: 289 KB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

marinoszago/Fake-News-Detection

Master Thesis: Fake News Detection using Deep Learning and Machine Learning Methods - A comparative study on short and long texts

Language: Python - Size: 1.68 MB - Last synced: about 1 month ago - Pushed: about 4 years ago - Stars: 0 - Forks: 2

donigian/tv-script-generation

Generate TV scripts based on RNNs

Language: Jupyter Notebook - Size: 126 KB - Last synced: about 1 month ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

mrosol/Nonlincausality

Python package for Granger causality test with nonlinear forecasting methods.

Language: Python - Size: 213 KB - Last synced: about 1 month ago - Pushed: 3 months ago - Stars: 55 - Forks: 12

mdcramer/RNN-TV-Script-Generator

Udacity: Deep Learning Nanodegree - Project 3

Language: Python - Size: 15.2 MB - Last synced: about 1 month ago - Pushed: about 7 years ago - Stars: 0 - Forks: 2

mdcramer/RNN-English-French-Translator

Udacity: Deep Learning Nanodegree - Project 4

Language: Python - Size: 2.62 MB - Last synced: about 1 month ago - Pushed: about 7 years ago - Stars: 0 - Forks: 0

IEEE-NITK/Image_Captioning

Image Captioning is the process of generating textual description of an image. It uses both Natural Language Processing and Computer Vision to generate the captions.

Language: Jupyter Notebook - Size: 9.46 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 2 - Forks: 7

Pervasive-AI-Lab/ContinualLearning-EchoStateNetworks

Continual Learning with Echo State Networks experiments

Language: Python - Size: 32.2 KB - Last synced: about 1 month ago - Pushed: almost 3 years ago - Stars: 8 - Forks: 3

jamescasia/torch_rnn

Implementation of pytorch sequence models from scratch but allows defining output shape as parameter

Language: Python - Size: 3.91 KB - Last synced: about 1 month ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

gaurav0628/StockCorrelationPredictor

A Stock Price Predictor Model based on latest Recurrent Neural Networks and Long Short Term Memory machine learning models.

Language: Jupyter Notebook - Size: 11.2 MB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

AhmetZamanis/DeepLearningEnergyForecasting

Time series forecasting on an hourly energy dataset, with LSTM & Transformer models implemented in PyTorch Lightning.

Language: Jupyter Notebook - Size: 8.35 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

CYBERDEVILZ/Stock-Market-Prediction

An attempt to predict the Stock Market Price using Long Short Term memory and plot its chart. By tweaking different hyper parameters, we get different trained models. The aim of this project is to identify the relation hidden in these hyper parameters.

Language: PureBasic - Size: 220 MB - Last synced: 25 days ago - Pushed: over 1 year ago - Stars: 6 - Forks: 4

omercelik-cs/rnn-implementation

Language: Jupyter Notebook - Size: 396 KB - Last synced: about 1 month ago - Pushed: about 5 years ago - Stars: 2 - Forks: 0

mikekeith52/scalecast

The practitioner's forecasting library

Language: Python - Size: 1.16 GB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 306 - Forks: 40

greydanus/crypto-rnn

Learning the Enigma with Recurrent Neural Networks

Language: Jupyter Notebook - Size: 8.95 MB - Last synced: about 1 month ago - Pushed: almost 2 years ago - Stars: 162 - Forks: 51

adiyoss/DeepSegmentor

Sequence Segmentation using Joint RNN and Structured Prediction Models (ICASSP 2017)

Language: Python - Size: 31.5 MB - Last synced: about 1 month ago - Pushed: about 7 years ago - Stars: 17 - Forks: 3

adiyoss/DeepWDM

Recurrent Neural Networks for Word Duration Measurement

Language: Python - Size: 2.77 MB - Last synced: about 1 month ago - Pushed: over 7 years ago - Stars: 1 - Forks: 2

adiyoss/DeepVOT

Automatic Measurement of Voice Onset Time (VOT) using Deep Recurrent Neural Networks (Interspeech 2016)

Language: Lua - Size: 135 MB - Last synced: about 1 month ago - Pushed: almost 4 years ago - Stars: 6 - Forks: 8

mravanelli/pytorch-kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

Language: Python - Size: 567 KB - Last synced: about 1 month ago - Pushed: about 2 years ago - Stars: 2,351 - Forks: 447

datalogue/keras-attention

Visualizing RNNs using the attention mechanism

Language: Python - Size: 15.3 MB - Last synced: about 1 month ago - Pushed: almost 5 years ago - Stars: 746 - Forks: 247

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

Language: Jupyter Notebook - Size: 185 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 2,658 - Forks: 2,025

vzhou842/rnn-from-scratch

A Recurrent Neural Network implemented from scratch (using only numpy) in Python.

Language: Python - Size: 7.81 KB - Last synced: about 1 month ago - Pushed: almost 2 years ago - Stars: 80 - Forks: 58

sinanw/lstm-stock-price-prediction

This project implements a time series multivariate analysis using RNN/LSTM for stock price predictions. A deep RNN model was created and trained on five years of historical Google stock price data to forecast the stock performance over a two-month period.

Language: Jupyter Notebook - Size: 5.67 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

filangelos/qtrader 📦

Reinforcement Learning for Portfolio Management

Language: Jupyter Notebook - Size: 41.6 MB - Last synced: about 1 month ago - Pushed: almost 6 years ago - Stars: 445 - Forks: 172

leimao/Singing-Voice-Separation-RNN

Singing-Voice Separation From Monaural Recordings Using Deep Recurrent Neural Networks

Language: Python - Size: 66.3 MB - Last synced: 25 days ago - Pushed: almost 6 years ago - Stars: 59 - Forks: 20

flaviagiammarino/lstm-fcn-pytorch

PyTorch implementation of LSTM-FCN model for univariate time series classification.

Language: Python - Size: 8.52 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 17 - Forks: 3

thuml/predrnn-pytorch

Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.

Language: Python - Size: 26.9 MB - Last synced: about 1 month ago - Pushed: 7 months ago - Stars: 391 - Forks: 99

sjchoi86/Tensorflow-101

TensorFlow Tutorials

Language: Jupyter Notebook - Size: 544 MB - Last synced: about 2 months ago - Pushed: about 4 years ago - Stars: 2,600 - Forks: 756

Metnew/neural-finance 📦

Neural Network for HFT-trading [experimental]

Language: Python - Size: 39.6 MB - Last synced: about 1 month ago - Pushed: about 3 years ago - Stars: 81 - Forks: 31

flaviagiammarino/encdec-ad-tensorflow

TensorFlow implementation of EncDec-AD model for multivariate time series anomaly detection with LSTM-based encoder-decoder.

Language: Python - Size: 6.92 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 11 - Forks: 2

Mohana-Murugan/Deep-Learning

Language: Jupyter Notebook - Size: 27.6 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

minqi/learning-to-communicate-pytorch

Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

Language: Python - Size: 85 KB - Last synced: about 1 month ago - Pushed: about 5 years ago - Stars: 336 - Forks: 73

offchan42/machine-learning-curriculum

:computer: Learn to make machines learn so that you don't have to struggle to program them; The ultimate list

Size: 833 KB - Last synced: about 2 months ago - Pushed: 3 months ago - Stars: 1,075 - Forks: 250

Js-Mim/mss_pytorch

Singing Voice Separation via Recurrent Inference and Skip-Filtering Connections - PyTorch Implementation. Demo:

Language: Python - Size: 62 MB - Last synced: about 1 month ago - Pushed: over 5 years ago - Stars: 171 - Forks: 33

ehsanik/dogTorch

Who Let The Dogs Out? Modeling Dog Behavior From Visual Data https://arxiv.org/pdf/1803.10827.pdf

Language: Python - Size: 1.65 MB - Last synced: about 2 months ago - Pushed: over 2 years ago - Stars: 72 - Forks: 9

pavlosdais/Deep-Learning-NLP

Deep learning for Natural Language Processing

Language: Jupyter Notebook - Size: 6.88 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

Epoxider/LiveChatAnalysis Fork of oliver-lloyd/twitch-listener

Live Chat Sentiment Analysis - LiSA

Language: Python - Size: 327 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1 - Forks: 0

carlosgorlongaiatto/NNDL_Project

Music Genre Classification with Convolutional Recurrent Neural Networks: An Analysis on the FMA Dataset.

Language: Jupyter Notebook - Size: 33.6 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 2 - Forks: 2

meetps/crnn-music-genre-classification

Tensorflow Implementation of Convolutional Recurrent Neural Networks for Music Genre Classification

Language: Python - Size: 2.65 MB - Last synced: about 1 month ago - Pushed: over 7 years ago - Stars: 53 - Forks: 18

imatge-upc/skiprnn-2017-telecombcn

Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks (ICLR 2018)

Language: Python - Size: 1.48 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 123 - Forks: 39

jibinmathew69/Hands-on-NLP-with-PyTorch

Collection of Notebooks for Natural Language Processing with PyTorch

Language: Jupyter Notebook - Size: 11.3 MB - Last synced: about 2 months ago - Pushed: over 5 years ago - Stars: 30 - Forks: 25

gaellinkeu/RNN-for-Mealy-Machines

Extracting finite state machine (Mealy Machine) from Recurrent Neural Networks (Many-to-Many)

Language: Jupyter Notebook - Size: 6.03 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

AlvinOctaH/Deep-RNN-PyTorch

This repository contains an implementation of a Deep Recurrent Neural Network (RNN) using PyTorch for predicting students' grades in their 5th semester based on their previous academic grades from the 1st to 4th semesters.

Language: Jupyter Notebook - Size: 315 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1 - Forks: 0

nicklashansen/rnn_lstm_from_scratch

How to build RNNs and LSTMs from scratch with NumPy.

Language: Jupyter Notebook - Size: 218 KB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 234 - Forks: 69

sunsided/tensorflow-lstm-sin

TensorFlow 1.3 experiment with LSTM (and GRU) RNNs for sine prediction

Language: Python - Size: 898 KB - Last synced: about 1 month ago - Pushed: over 6 years ago - Stars: 54 - Forks: 25

Awrsha/NNDL-Course-University-of-Tehran

This repository contains materials for the "Neural Networks and Deep Learning" course taught by Ahmad Kalhor at the University of Tehran in Spring 2023.

Language: Jupyter Notebook - Size: 57.7 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1 - Forks: 0

zubair-irshad/pointgoal_navigation_benchmarks

Supervised Learning Benchmarks for Point Goal Navigation in indoor cluttered environments in Habitat-API

Language: Python - Size: 3.41 MB - Last synced: 5 days ago - Pushed: almost 2 years ago - Stars: 5 - Forks: 3

raoulsuli/Neural-Networks-and-Learning-Machines-D7046E

Neural Networks and Learning Machines Course (2024)

Size: 1.95 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

abhi227070/Emotion-Detection-of-text-using-LSTM-Internship-Project

Emotion Detection of Text using LSTM: This internship project focuses on detecting the emotion of a sentence as positive, negative, or neutral using Long Short-Term Memory (LSTM) networks, a type of deep learning model. Based on these emotions, the overall sentiment of a platform or user experience is calculated from users' feedback.

Language: Jupyter Notebook - Size: 591 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

MolecularAI/Siamese-RNN-Self-Attention 📦

Contains code for Siamese Recurrent Neural Network with Self-Attention for Bioactivity Prediction

Language: Python - Size: 304 KB - Last synced: 21 days ago - Pushed: about 1 year ago - Stars: 7 - Forks: 4

yuvraaj2002/InterviewX

Welcome to InterviewX, your ultimate interview companion powered by AI. With features like scam detection, resume optimization, real-time posture analysis, time-saving text summarization, and ice breaker insights, InterviewX equips you with everything you need to ace your next interview with confidence and ease.

Language: Jupyter Notebook - Size: 93.1 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

HendrikStrobelt/LSTMVis

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

Language: Jupyter Notebook - Size: 5.51 MB - Last synced: 2 months ago - Pushed: over 2 years ago - Stars: 1,180 - Forks: 257

DanTCIM/ASOP_RNN

Actuarial Standards of Practice Dreaming Model using Recurrent Neural Network

Language: Jupyter Notebook - Size: 70.8 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 1 - Forks: 0

ago109/ContinualPTNCN

Redirect repo for the paper " Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations"

Size: 1000 Bytes - Last synced: 2 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

AnkurMali/ContinualPTNCN

We introduce Local recurrent Predictive coding model termed as Parallel temporal Neural Coding Network. Unlike classical RNNs, our model is pure local and doesn't require computing gradients backward in time; thus computationally more efficient compared to BPTT and can be used for online learning

Language: Python - Size: 4.68 MB - Last synced: 2 months ago - Pushed: 6 months ago - Stars: 5 - Forks: 2

rogertrullo/Convolutional-Neural-Networks-in-python

These are my solutions to the programming assignments of the class CS231n: Convolutional Neural Networks for Visual Recognition

Language: Jupyter Notebook - Size: 11.9 MB - Last synced: 2 months ago - Pushed: about 7 years ago - Stars: 5 - Forks: 2

pngo1997/Recurrent-Neural-Network

Practice Recurrent Neural Network using Keras.

Language: HTML - Size: 5.06 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

federicoparroni/recsys2019

The complete code and notebooks used for the ACM Recommender Systems Challenge 2019

Language: Jupyter Notebook - Size: 14.4 MB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 28 - Forks: 17

rishikksh20/LSTM-Time-Series-Analysis

Using LSTM network for time series forecasting

Language: Jupyter Notebook - Size: 372 KB - Last synced: 25 days ago - Pushed: almost 7 years ago - Stars: 44 - Forks: 25

Parvezkhan0/Tesla-Stock-Forecasting-Using-LTSM

This repository features notebooks and datasets for predicting Tesla (TSLA) stock prices using LSTM models. Explore historical data, forecast trends, and gain insights into TSLA's market movements.

Language: Jupyter Notebook - Size: 281 KB - Last synced: about 1 month ago - Pushed: 3 months ago - Stars: 2 - Forks: 1

agx-r/RNNRL-Agent

This is a script that implements a Recurrent Neural Network (RNN) with reinforcement learning in C# for computer games developed in Unity. The script allows you to configure inputs and outputs, and it stores the weights in text files. The RNNRLAgent class provides the core functionality for the RNN-based agent.

Language: C# - Size: 43 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 5 - Forks: 1

brtkwr/UdacityDeepLearningTensorFlow

Learning the basics of Deep Learning using TensorFlow from a course provided by Google on Udacity

Language: Jupyter Notebook - Size: 1.85 MB - Last synced: 2 months ago - Pushed: over 7 years ago - Stars: 0 - Forks: 0

rohanbaisantry/Various_LSTM_programs

Tuning of the following parameters: 1) Batch Size 2) Number of Epochs 3) Numer of Nerons 4) Sequence Length 5) Optimizer

Language: Python - Size: 29.3 KB - Last synced: 2 months ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

Ludwiggle/GRUMIDI

Recurrent Neural Network for generative MIDI music

Language: Mathematica - Size: 8.79 KB - Last synced: about 2 months ago - Pushed: almost 6 years ago - Stars: 4 - Forks: 1

hvsarma/udacity-nd101-deeplearning

Udacity Nanodegree - Deep learning projects

Language: HTML - Size: 165 MB - Last synced: 2 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

kanchan88/eminem-rap-generator-using-RNN

RNN is one of the very powerful deep-learning algorithm which works amazingly well on Sequential Data. As historical or past data plays major role in the prediction of sequential data, RNN takes these inputs of not only recent output but also past output. Here I have used GRU for the prediction of eminem's Rap.

Language: Jupyter Notebook - Size: 20.1 MB - Last synced: 2 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

X-rayLaser/generative-rnn

This repository is made as supplementary material for a tutorial. The tutorial shows how to use Recurrent Neural Nets as generative models.

Language: Python - Size: 21.5 MB - Last synced: 2 months ago - Pushed: almost 5 years ago - Stars: 1 - Forks: 0

michaelokuboyejo/CourseraDeepLearningSpecializationAssignments

My Programming Assignments for the Coursera Deep Learning Specialization taught by Andrew Ng

Language: Jupyter Notebook - Size: 80.3 MB - Last synced: 2 months ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

pradeepsinngh/TensorFlow-Tutorials

TensorFlow 2.0 Tutorials

Language: Python - Size: 13.7 KB - Last synced: 2 months ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

pradeepsinngh/sentiment-analysis

An end-to-end sentiment classification system from scratch using Naive bayes classifier and RNN.

Language: Jupyter Notebook - Size: 72.3 KB - Last synced: 2 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

hsdistefa/mas-thesis

UCLA Master's Thesis: Predicting Housing Price Trends Using a Long Short-Term Memory Recurrent Neural Network

Language: Jupyter Notebook - Size: 20.4 MB - Last synced: 2 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

nutcrtnk/RTN

Code for paper "Recurrent Translation-based Network for Top-N Sparse Sequential Recommendation", IEEE Access. 2019.

Language: Python - Size: 254 KB - Last synced: 2 months ago - Pushed: about 3 years ago - Stars: 0 - Forks: 2

w-is-h/DeepLearningNLP

Lecture notes on Deep Learning for NLP | focus on medical applications

Language: Jupyter Notebook - Size: 10.7 MB - Last synced: 2 months ago - Pushed: over 4 years ago - Stars: 4 - Forks: 3

L0SG/relational-rnn-pytorch

An implementation of DeepMind's Relational Recurrent Neural Networks (NeurIPS 2018) in PyTorch.

Language: Python - Size: 4.49 MB - Last synced: about 1 month ago - Pushed: over 5 years ago - Stars: 246 - Forks: 35

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recurrent-neural-networks 1,728 deep-learning 837 machine-learning 496 convolutional-neural-networks 481 tensorflow 374 lstm 308 python 289 rnn 243 pytorch 226 keras 225 neural-network 218 neural-networks 188 deep-neural-networks 168 natural-language-processing 164 lstm-neural-networks 149 artificial-intelligence 114 nlp 102 sentiment-analysis 76 artificial-neural-networks 75 cnn 71 gru 70 python3 69 computer-vision 69 time-series 67 numpy 64 reinforcement-learning 64 jupyter-notebook 59 generative-adversarial-network 57 long-short-term-memory 57 data-science 48 text-generation 45 classification 44 attention-mechanism 42 keras-tensorflow 40 machine-learning-algorithms 39 seq2seq 34 time-series-forecasting 34 rnn-tensorflow 34 tensorflow2 33 text-classification 33 image-captioning 32 udacity-nanodegree 32 ai 31 deep-reinforcement-learning 31 deeplearning 31 udacity 28 transfer-learning 27 pandas 27 autoencoder 27 attention 26 language-model 26 stock-price-prediction 26 transformer 26 regression 26 transformers 25 coursera 25 recurrent-neural-network 25 nlp-machine-learning 24 prediction 24 time-series-analysis 24 word2vec 24 supervised-learning 23 variational-autoencoder 23 speech-recognition 22 logistic-regression 22 reservoir-computing 22 feedforward-neural-network 21 scikit-learn 21 udacity-deep-learning 20 word-embeddings 20 lstm-model 20 image-classification 20 echo-state-networks 20 gated-recurrent-units 18 linear-regression 18 convolutional-neural-network 18 sequence-to-sequence 17 backpropagation 17 sequence-models 17 tutorial 16 keras-neural-networks 16 chatbot 16 long-short-term-memory-models 16 autoencoders 16 pytorch-implementation 15 image-processing 15 time-series-prediction 15 forecasting 15 gan 15 rnn-pytorch 15 attention-model 14 support-vector-machines 14 theano 14 encoder-decoder 14 music-generation 14 machine-translation 14 embeddings 14 tensorflow-tutorials 13 graph-neural-networks 13 gpu 13