Rohit8y/Financial-Time-Series

Developing a PyTorch-based solution for predicting future values in financial time series data, leveraging RNNs and GRUs as part of the M3 competition for time series forecasting.

Language: Python - Size: 152 KB - Last synced: 28 days ago - Pushed: 28 days ago - Stars: 1 - Forks: 0

Mohana-Murugan/Deep-Learning

Language: Jupyter Notebook - Size: 27.6 MB - Last synced: about 1 month ago - Pushed: about 2 months 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

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

tastyminerals/coherent-text-generation-limited

Coherent text generation with limited training data

Language: Lua - Size: 359 MB - Last synced: 2 months ago - Pushed: over 6 years ago - Stars: 1 - Forks: 0

manashpratim/Deep-Learning-From-Scratch

Language: Jupyter Notebook - Size: 1.53 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

aadimangla/IMDB-Movie-Reviews-Sentiment-Analysis

It analyses the movie review entered by a user for any specific movie and analyses what is the sentiment of the review. It helps the companies rate the movie and understand crowd sentiment regarding it. Sentiment analysis is a natural language processing problem where text is understood and the underlying intent is predicted.

Language: Jupyter Notebook - Size: 63.1 MB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 4 - Forks: 0

AFAgarap/malware-classification

Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine for Malware Classification

Language: Python - Size: 114 MB - Last synced: 7 months ago - Pushed: about 1 year ago - Stars: 154 - Forks: 78

pavan-mg/online-courses

Details of certified courses covered by me. Includes notes and solutions to programming exercises.

Language: MATLAB - Size: 9.4 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

mvoassis/CIC-DDoS2019-DeepLearning

:shield: A GRU deep learning system against attacks in Software Defined Networks (SDN).

Language: Jupyter Notebook - Size: 1.14 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 8 - Forks: 4

vinayakumarr/CNN-RNN

Image classification using CNN

Language: Jupyter Notebook - Size: 813 KB - Last synced: 7 months ago - Pushed: over 5 years ago - Stars: 13 - Forks: 7

HenriqueAssumpcao/SentiMentalHealth

Pytorch implementation of a GRU-based RNN for Sentiment Analysis in Mental Disorder Online Communitites.

Language: Jupyter Notebook - Size: 1.11 MB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 4 - Forks: 3

deliciouscat/Blog_Text_Embedding_and_Clustering

Triplet Loss Based User Analysis

Language: Jupyter Notebook - Size: 525 KB - Last synced: 9 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

Hallvaeb/intelligent-systems-neural-networks

Neural Networks project for Intelligent Systems course at Tecnico, Lisbon.

Language: Python - Size: 1.91 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

ankitesh97/NewsGenerator

Rnn (vanial, GRU and LSTM) from scratch

Language: Python - Size: 40 MB - Last synced: 10 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 2

NavinBondade/Identification-Of-Toxicity-Within-Text-With-CNN-Plus-GRU-System

To tackle the spread of toxicity on internet that many times leads to depression & loss of confidence I have built a deep learning system that determines whether a text contains toxicity or not.

Language: Jupyter Notebook - Size: 55.3 MB - Last synced: 10 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

Russolves/Sentiment-Analysis-with-GRU

This repository contains three variants of a Sentiment Analysis model that uses a GRU (Gated Recurrent Unit) to predict the sentiment of a given text as either positive or negative. The models were built using PyTorch, and the training and testing data came from DLStudio

Language: Python - Size: 50.8 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

souvikmajumder26/Coursera-DeepLearning-AI-TensorFlow-Developer-Professional-Certificate

👾 Specialization on Deep Learning with TensorFlow on Coursera offered by DeepLearning.AI

Language: Jupyter Notebook - Size: 17.4 MB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0

altruistcoder/Digivision

A deep learning based application which is entitled to help the visually impaired people. The application automatically generates the textual description of what's happening in front of the camera and conveys it to person through audio. It is capable of recognising faces and tell user whether a known person is present in front of him or not.

Language: Jupyter Notebook - Size: 82.4 MB - Last synced: 7 months ago - Pushed: almost 5 years ago - Stars: 2 - Forks: 1

Rumeysakeskin/Image-Captioning

Image captioning with a benchmark of CNN-based encoder and GRU-based inject-type (init-inject, pre-inject, par-inject) and merge decoder architectures

Language: Python - Size: 3.99 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 4 - Forks: 0

ajaykumarvarma/Doctor-Handwriting-Recognition

doctor_prescription_recognization_using_DeepLearning project for epics

Language: Jupyter Notebook - Size: 6.95 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 3 - Forks: 0

d-dawg78/MVA_RP

Master MVA - Parsimonious Representations Project

Language: Jupyter Notebook - Size: 4.1 MB - Last synced: 10 months ago - Pushed: about 3 years ago - Stars: 1 - Forks: 1

nikhils10/Multivariate-Analysis--Oil-Price-Prediction-Using-LSTM-GRU-

Comparing Long Term Short Memory (LSTM) & Gated Re-current Unit (GRU) during forecasting of oil price .Exploring multivariate relationships between West Texas Intermediate and S&P 500, Dow Jones Utility Avg, US Dollar Index Futures , US 10 Yr Treasury Bonds , Gold Futures.

Language: Jupyter Notebook - Size: 26.8 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 29 - Forks: 12

muhamuttaqien/LQ-Repository

👨🏻‍💻 My own repository to explore LearnQuran tech product in particular -obviously- AI stuffs

Language: Jupyter Notebook - Size: 106 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 3 - Forks: 0

MuhammedBuyukkinaci/TensorFlow-Sentiment-Analysis-on-Amazon-Reviews-Data

Implementing different RNN models (LSTM,GRU) & Convolution models (Conv1D, Conv2D) on a subset of Amazon Reviews data with TensorFlow on Python 3. A sentiment analysis project.

Language: Python - Size: 60.5 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 45 - Forks: 16

deepakrana47/GRU_implementation

Gated Recurrent Unit implementation from scratch

Language: Python - Size: 27.3 KB - Last synced: 11 months ago - Pushed: over 6 years ago - Stars: 6 - Forks: 1

pavancm/CONVIQT

Official implementation for "CONVIQT: Contrastive Video Quality Estimator"

Language: Python - Size: 5.95 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 16 - Forks: 0

sidchaini/Astronomical-Classification-PLASTICC

With an ever-increasing amount of astronomical data being collected, manual classification has become obsolete; and machine learning is the only way forward. Keeping this in mind, the LSST Team hosted the PLAsTiCC in 2018. This repository details our approach to this problem.

Language: Python - Size: 37.5 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 4 - Forks: 0

manankshastri/Trigger-Word-Detection

Construct a speech dataset and implement an algorithm for trigger word detection (sometimes also called keyword detection, or wakeword detection).

Language: Jupyter Notebook - Size: 23.3 MB - Last synced: 12 months ago - Pushed: about 5 years ago - Stars: 14 - Forks: 5

Moeinh77/Chatbot-with-TensorFlow-and-Keras

Chatbot using Seq2Seq model and Attention

Language: Jupyter Notebook - Size: 1.78 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 12 - Forks: 3

abhaskumarsinha/GRU-varients

An implementation of classical GRU (Cho, el at. 2014) along with Optimized versions (Dey, Rahul. 2017) on TensorFlow that outperforms Native tf.keras.layers.GRU(units) implementation of Keras.

Language: Jupyter Notebook - Size: 114 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 3 - Forks: 0

mmsaki/price_prediction_models Fork of kyleplathe/Predicting_ETH_Price

We use machine learning tools to predict the price of ethereum from historical data, economic indicators, and community sentiment on ethereum specifically from twitter.

Language: Jupyter Notebook - Size: 62.2 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

jha-prateek/Stock-Prediction-RNN

Stock Price prediction for Yahoo Inc. using GRU (Gated Recurrant Units) in Keras. Predicting closing price for Yahoo stocks

Language: Python - Size: 34.4 MB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 21 - Forks: 15

susantabiswas/TriggerWordAssistant

A RNN based voice application which can do tasks when it recognizes the user speaking the Trigger word. Here the trigger word is "activate".

Language: Jupyter Notebook - Size: 11.7 MB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 4 - Forks: 1

sourcecode369/deep-natural-language-processing

Curated implementation notebooks and scripts of deep learning based natural language processing tasks and challenges in TensorFlow.

Language: Jupyter Notebook - Size: 24.1 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 8 - Forks: 10

Barbany/Multi-speaker-Neural-Vocoder

Bachelor's thesis carried at Universitat Politecnica de Catalunya in partial fullfilment of the requirements for the degree in Telecommunications Technologies and Services Engineering

Language: Python - Size: 23.2 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 13 - Forks: 2

dilettagoglia/Signal-Processing

🔁Graphical models, Recurrent Neural Networks and SIFT algorithm for image processing, signal analysis and timeseries forecasting (MD Course: Intelligent Systems for Pattern Recognition)

Language: Python - Size: 7.08 MB - Last synced: 11 months ago - Pushed: almost 4 years ago - Stars: 2 - Forks: 0

mravanelli/theano-kaldi-rnn

THEANO-KALDI-RNNs is a project implementing various Recurrent Neural Networks (RNNs) for RNN-HMM speech recognition. The Theano Code is coupled with the Kaldi decoder.

Language: Perl - Size: 192 KB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 32 - Forks: 14

akshayratnawat/CommentToxicityPredictor_NLP

The model helps in predicting toxicity of Online comments, trained on Wikipedia comments data using Deep Neural Network (GRU+ GLoVe ))

Language: Jupyter Notebook - Size: 692 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

sourcecode369/deeplearning.ai-projects

This repository contains Jupyter Notebook Files of some state of the art projects that I completed during my internship program in deeplearning.ai. The project files are divided into 5 main categories or respective courses that the deeplearning.ai provides.

Language: Jupyter Notebook - Size: 23.3 MB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 2 - Forks: 1

ConceptCodes/Figure-of-Speech-Classifier

A simple figure of speech classifier made in a jupyter notebok using keras. Gated Recurrent Units are used inplace of LSTM's becuase of little data.

Language: Jupyter Notebook - Size: 38.1 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 2 - Forks: 1

FauzaanQureshi/music-composer

GRU DRNN model that generates classical music.

Language: Python - Size: 9.89 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

guptakhil/show-tell

Implementation of the paper "Show and Tell: A Neural Image Caption Generator" by Vinyals et al. (CVPR 2015)

Language: Python - Size: 67.7 MB - Last synced: 5 months ago - Pushed: about 4 years ago - Stars: 1 - Forks: 0

narayanacharya6/SBU-NLP-HW4

Relationship Extraction using a Bi-directional GRU v/s CNN with multiple layers and max-pooling

Language: Python - Size: 57.5 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

deepakrana47/character-predictor

Predictes the posible full word based on given partial text.

Language: Python - Size: 3.31 MB - Last synced: 11 months ago - Pushed: over 5 years ago - Stars: 1 - Forks: 1