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Search results for python lstm neural networks
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100 search results found
Pytorch Kaldi
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2,138
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.
Deep Learning Time Series
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1,811
List of papers, code and experiments using deep learning for time series forecasting
Introneuralnetworks
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691
Introducing neural networks to predict stock prices
Predictive Maintenance Using Lstm
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507
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
Stock Price Prediction Lstm
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425
OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network
Paraphraser
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381
Sentence paraphrase generation at the sentence level
Personality Detection
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273
Implementation of a hierarchical CNN based model to detect Big Five personality traits
Lstm_rnn_tutorials_with_demo
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268
LSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation using Keras-Tensorflow
Eqtransformer
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260
EQTransformer, a python package for earthquake signal detection and phase picking using AI.
Chameleon_recsys
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202
Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems
Lstm Siamese Text Similarity
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201
⚛️ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity
Abnormal_event_detection
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172
Abnormal Event Detection in Videos using SpatioTemporal AutoEncoder
Aulas
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167
Aulas da Escola de Inteligência Artificial de São Paulo
Video2description
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153
Video to Text: Natural language description generator for some given video. [Video Captioning]
Phasedlstm Keras
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138
Keras implementation of Phased LSTM [https://arxiv.org/abs/1610.09513]
Question Answering
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128
TensorFlow implementation of Match-LSTM and Answer pointer for the popular SQuAD dataset.
Midi Rnn
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117
Generate monophonic melodies with machine learning using a basic LSTM RNN
Repo 2016
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105
R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation
Stock Market Scraper
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104
Scraps historical stock market data from Yahoo Finance (https://finance.yahoo.com/)
Text_predictor
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99
Char-level RNN LSTM text generator📄.
Deep Drug Coder
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75
A tensorflow.keras generative neural network for de novo drug design, published in Nature Machine Intelligence while working at AstraZeneca.
Malware_api_class
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72
Malware dataset for security researchers, data scientists. Public malware dataset generated by Cuckoo Sandbox based on Windows OS API calls analysis for cyber security researchers
Cnn_lstm_for_text_classify
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70
CNN, LSTM, NBOW, fasttext 中文文本分类
Textgen
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61
Almost state of art text generation library
Chase
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58
Automatic trading bot (WIP)
Time Series Analysis And Forecasting With Python
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53
Time Series Analysis and Forecasting in Python
Sarcasm Detection
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52
Detecting Sarcasm on Twitter using both traditonal machine learning and deep learning techniques.
Audio_classification_using_lstm
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48
Classification of Urban Sound Audio Dataset using LSTM-based model.
Multi Stage Convstar Network
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47
[RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies
Human Activity Recognition Using Recurrent Neural Nets Rnn Lstm And Tensorflow On Smartphones
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46
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
Max Weather Forecaster
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45
Predict hourly weather features given historical data for a specific location
Human Activity Recognition
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44
Classifying the physical activities performed by a user based on accelerometer and gyroscope sensor data collected by a smartphone in the user’s pocket. The activities to be classified are: Standing, Sitting, Stairsup, StairsDown, Walking and Cycling.
Lstm Footballmatchwinner
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43
This repository contains the code for a conference paper "Predicting the football match winner using LSTM model of Recurrent Neural Networks" that we wrote
A Deep Learning Based Illegal Insider Trading Detection And Prediction Technique In Stock Market
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42
Illegal insider trading of stocks is based on releasing non-public information (e.g., new product launch, quarterly financial report, acquisition or merger plan) before the information is made public. Detecting illegal insider trading is difficult due to the complex, nonlinear, and non-stationary nature of the stock market. In this work, we present an approach that detects and predicts illegal insider trading proactively from large heterogeneous sources of structured and unstructured data using
Human Activity Recognition
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40
Use a LSTM network to predict human activities from sensor signals collected from a smartphone
Drowsydriverdetection
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39
This is a project implementing Computer Vision and Deep Learning concepts to detect drowsiness of a driver and sound an alarm if drowsy.
Deeplearning Padhai
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39
All the code files related to the deep learning course from PadhAI
Image Captioning
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37
Image Captioning: Implementing the Neural Image Caption Generator with python
Lstm Rnn Vad
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34
Voice Activity Detection LSTM-RNN learning model
Rnn_sent
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34
Recurrent neural networks and Dynamic memory networks for sentiment classification
Lstm Electric Load Forecast
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28
Electric load forecast using Long-Short-Term-Memory (LSTM) recurrent neural network
Deep Spell Checkr
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27
Keras implementation of character-level sequence-to-sequence learning for spelling correction
Simple Chatbot Keras
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27
Design and build a chatbot using data from the Cornell Movie Dialogues corpus, using Keras
Contextuallstm
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26
Contextual LSTM for NLP tasks like word prediction and word embedding creation for Deep Learning
Deeplog
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26
This is the realization of core DeepLog
Privapi
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25
Detect Sensitive REST API communication using Deep Neural Networks
Parapred
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25
Paratope Prediction using Deep Learning
Udacity Computer Vision Nanodegree Program
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24
This repositary contain all my exercises and projects of Udacity Computer Vision Nanodegree Program
Neural Networks
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24
Implemented Convolutional Neural Network, LSTM Neural Network, and Neural Network From Scratch in Python Language.
Generativelstm
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24
Learning Accurate Generative Models of Business Processes With LSTM Neural Networks
Tensorflow Sentiment Analysis On Amazon Reviews Data
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23
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.
Traffic Speed Prediction
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23
Using to predict the highway traffic speed
Stock Predictor V4
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21
A reinforcement learning model specialized in stock prediction utilizing deep learning techniques, incorporating reward mechanisms, compatible with any machine equipped with Python.
Sentiment Analysis Amazon Products Reviews
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20
NLP with NLTK for Sentiment analysis amazon Products Reviews
Nonlincausality
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20
Python package for Granger causality test with nonlinear forecasting methods.
Stock Market Probabilities Deep Learning
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20
Tries to predict if a stock will rise or fall with a certain percentage through giving probabilities of what events it thinks will happen.
Deeplearning Chatbot
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17
Annabelle the noob. An experimental, incomplete(at present) chatbot.
Keras Fake News Generator And Detector
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17
Fake news generator and detector using keras
Energy Prediction
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16
What is the SOTA technique for forecasting day-ahead and intraday market prices for electricity in Germany?
Deep Learning
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15
This repo provides projects on deep-learning mainly using Tensorflow 2.0
Emotional_dialogue
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15
A Deep Reinforcement Learning Approach (LSTM + policy gradient) to create a chatbot that produces coherent, emotional dialogue.
Spoken Digit Recognition
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14
🎙️Spoken Digit Recognition with LSTM
Dvg
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14
Diverse Video Generation using a Gaussian Process Trigger
Stock_price_predication
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14
I have implemented Recurrent Neural Network (RNN model) to predict the future stock prices and compare it with linear regression.
Alacpd
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14
Change-point detection using neural networks
Stein Variational Samplers
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14
Python and MATLAB code for Stein Variational sampling methods
Rnn_lstm_gesture_recog
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13
For recognising hand gestures using RNN and LSTM... Implementation in TensorFlow
Stock Price Prediction With Rnn
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12
Stock price prediction implemented with Flask, tensorflow 2.0 using LSTM RNN.
Pynnlms
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12
Neural network language models, including feed-forward neural network, recurrent neural network, long-short term memory neural network.
Arguminsci
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11
Analyze Argumentation and Rhetorical Aspects in Scientific Writing.
Predicting The Closing Stock Price Of Apple Using Lstm
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10
In this project we will be looking at data from the stock market, particularly some technology stocks. We will learn how to use pandas to get stock information, visualize different aspects of it, and finally we will look at a few ways of analyzing the risk of a stock, based on its previous performance history.
Gridlstm Pytorch
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10
An implementation of the grid LSTM network for PyTorch
Lstm Music
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10
👉趣味小项目:通过LSTM 基于Keras做古典音乐🎵
Handwriting Model
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10
(WIP) Implementation of a network for Handwriting Synthesis based on the work of Generating Sequences With Recurrent Neural Networks by Alex Graves (https://arxiv.org/abs/1308.0850)
Ensemble Learning For Tweet Classification Of Hate Speech And Offensive Language
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10
Contains code for a voting classifier that is part of an ensemble learning model for tweet classification (which includes an LSTM, a bayesian model and a proximity model) and a system for weighted voting
Ai Dancer
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10
A Long Short Term Memory Neural Network and Style GAN based Dancer that can generate new dance steps.
Cs229 Machine Learning Solar Energy Predictions
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10
Predicting solar energy using machine learning (LSTM, PCA, boosting). This is our CS 229 project from autumn 2017. Report and poster are included.
Pru
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9
Pyramidal Recurrent Units (PRUs): A New LSTM Unit
Hft Strategies
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9
High Frequency Trading strategies.
Image_caption_generator
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9
An Image captioning web application combines the power of React.js for front-end, Flask and Node.js for back-end, utilizing the MERN stack. Users can upload images and instantly receive automatic captions. Authenticated users have access to extra features like translating captions and text-to-speech functionality.
Rnet
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9
Batched RNN + LSTM in Python and Numpy for Character Generation
Natural Language Processing
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9
This repository contains my notes and codes which I will refer in future projects
Kcn Audio Classification
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9
Classification of drum samples using dilated convolutions
Retrieval Based Chatbot
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9
Analysis Of The Context Size Impact In Deep Learning Conversational Systems
Image Caption Generation
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8
Image Captioning: Implementing the Neural Image Caption Generator
Named Entity Recognition
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8
Corpus and a baseline neural network system for Named Entity Recognition in Hindi-English Code-Mixed social media text.
Textgen
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8
The main task of the character-level language model is to predict the next character given all previous characters in a sequence of data, i.e. generates text character by character.
Snail
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8
SuperNova Artificial Inference by Lstm neural networks (SNAIL)
Text2emoji
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8
Text2Emoji helps you add necessary emojis to your text by analysing the emotion behind the writing.
Sales Forecast Lstm
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8
使用LSTM预测商品销量,考虑销量激增点影响
Timeseries Lstm Keras
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8
Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras base on tutorial of Jason Brownlee
Show_attend_tell
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7
Caption generator for live camera feed
Emoji Prediction Using Deep Learning
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7
This project aims to understand the underlying semantics of the text sentence using natural processing techniques to predict reasonable emojis based on the context.
Music Generation
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7
Piano music generation with RNN with Tensorflow
Ethereum Price Prediction
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7
This Repository includes files of project predicting Cryptocurrency Ethereum price using Twitter sentiments and Machine Learning
Time Series Forecasting Using Machine Learning Algorithm
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7
Sensor data of a renowned power plant has given by a reliable source to forecast some feature. Initially the work has done with KNIME software. Now the goal is to do the prediction/forecasting with machine learning. The idea is to check the result of forecast with univariate and multivariate time series data. Regression method, Statistical method.
Machine Learning Collection
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7
Repo for Implementing Research Papers & Projects related to Machine Learning
Time Series Forecasting
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7
Python scripts for time series forecasting using ARIMA and LSTM recurrent neural networks
Han
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7
Implementation of HAN for Sentiment Classification task from paper "Hierarchical Attention Networks for Document Classification"
Stock Price Predictor
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7
🤖 Predicting the stock price with LSTM (Deep Learning)
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