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Search results for lstm neural networks
lstm-neural-networks
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220 search results found
Stockmarketpredictions
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18
Educational predictions on stock market with Tensorflow.js sequential RNN with LSTM layers on a React web App.
Timeseriesprediction
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17
Time Series Prediction, Stateful LSTM; 时间序列预测,洗发水销量/股票走势预测,有状态循环神经网络
Multimodal Transformer
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17
Attention Based Multi-modal Emotion Recognition; Stanford Emotional Narratives Dataset
Sannet
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17
SANNet Neural Network Framework
Keras Fake News Generator And Detector
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17
Fake news generator and detector using keras
Deeplearning Chatbot
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17
Annabelle the noob. An experimental, incomplete(at present) chatbot.
Energy Prediction
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16
What is the SOTA technique for forecasting day-ahead and intraday market prices for electricity in Germany?
Generating_music
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16
Trained on Bach, used LSTMs to generate new music. (Detailed writeup: "Final Writeup - Generating Music using an LSTM Network.pdf")
Seq2seqlearn
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16
C# Sequence to Sequence Learning with Attention using LSTM neural Networks
Emotional_dialogue
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15
A Deep Reinforcement Learning Approach (LSTM + policy gradient) to create a chatbot that produces coherent, emotional dialogue.
Deep Learning
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15
This repo provides projects on deep-learning mainly using Tensorflow 2.0
Stackable Recurrent Network
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14
[PAMI 2021] Gating Revisited: Deep Multi-layer RNNs That Can Be Trained
Stein Variational Samplers
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14
Python and MATLAB code for Stein Variational sampling methods
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.
Human_activity_recognition
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14
A new and computationally cheap method to perform human activity recognition using PoseNet and LSTM. Where we use PoseNet for Preprocessing and LSTM for understand the sequence.
Alacpd
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14
Change-point detection using neural networks
Ocr
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14
⚙️ Optical Character recognition using deeplearning
Tariq Ml Models
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14
This repository contains all my implemented Machine Learning and Deep Learning projects. All my learning from different books and the internet is reflected here. The models are trained on a variety of problems including NLP, CV and other domains. The main focus of this repository is to showcase my learning journey and the projects I have worked on.
Challenges
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14
Mono-repo containing several challenges in a variety of Data Science and Machine Learning topics.
Btc_rl_trading_bot
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14
A trading bitcoin agent was created with deep reinforcement learning implementations.
Dvg
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14
Diverse Video Generation using a Gaussian Process Trigger
Spoken Digit Recognition
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14
🎙️Spoken Digit Recognition with LSTM
Financial News For Stock Prediction Using Dp Lstm Nips 2019
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13
Differential Privacy-inspired LSTM for Stock Prediction Using Financial News. NeurIPS Robust AI in Financial Services 2019.
Ntua Slp Nlp
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13
💻Speech and Natural Language Processing (SLP & NLP) Lab Assignments for ECE NTUA
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.
Ling Gender
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12
A Natural Language Processing model trained with over 1,00,000 (1 Lakh) names is used to predict a gender of a person based on the first name of the person.This model is created using Long Short Term Memory(LSTM) a variant of Recurrent Nueral Network which has training accuracy of 99.35% and tested over 11,000 samples with a test accuracy of 89.08% which is quite high in nlp for out of sample test cases.
Pynnlms
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12
Neural network language models, including feed-forward neural network, recurrent neural network, long-short term memory neural network.
Torchcoder
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12
PyTorch based autoencoder for sequential data
Investsmart Stock Market Predictor
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12
A web app implemeted with ML algo to make prediction on stock data, made on Django framework.(Stock-Market-predictor)
Deep Learning Image Caption Generator
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11
Deep CNN-LSTM for Generating Image Descriptions 😈
Arguminsci
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11
Analyze Argumentation and Rhetorical Aspects in Scientific Writing.
Stock_price_forecasting_hybrid_model
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11
Stock closing and opening forecasting using Deep neural network and LSTM(technical indicators included)
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.
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
Lstm Music
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10
👉趣味小项目:通过LSTM 基于Keras做古典音乐🎵
Gridlstm Pytorch
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10
An implementation of the grid LSTM network for PyTorch
Neuralpersianpoet
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10
Neural Persian Poet: A sequence-to-sequence model for composing Persian poetry
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.
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.
Data Science Portfolio
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10
Machinelearning_nilm
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10
Undergraduate research by Yuzhe Lim @ Spring 2019. Field of research: Deep Neural Networks application on NILM (Nonintrusive load monitoring) for Energy Disaggregation
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)
Stock Price Predictor
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9
Building an LSTM Recurrent Neural Network for Predicting Stock Market Prices.
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.
Scientific Article Summarization Using Lstms
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9
Github Repository for LSTM-based system generating automated abstract of scientific articles
Rnet
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9
Batched RNN + LSTM in Python and Numpy for Character Generation
Pru
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9
Pyramidal Recurrent Units (PRUs): A New LSTM Unit
Turnkey Bci
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9
Towards Turnkey Brain-Computer Interfaces
Natural Language Processing
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9
This repository contains my notes and codes which I will refer in future projects
Etymon
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9
Find the origin of words in every language using a Deep Neural Network trained to create an etymological map.
Trump Bot
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9
Recurrent Neural Network that predicts word-by-word
Computer Vision
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9
Find the implementation of Computer vision-based projects with Python, Deep Learning, and OpenCV
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
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.
Text2emoji
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8
Text2Emoji helps you add necessary emojis to your text by analysing the emotion behind the writing.
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.
Image Caption Generation
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8
Image Captioning: Implementing the Neural Image Caption Generator
Snail
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8
SuperNova Artificial Inference by Lstm neural networks (SNAIL)
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
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
Fake News Detection
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7
Fake News Detection using related Headline Article pair
Rnn Based Stock Price Prediction Using Lstm
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7
This repository will consist of a Long Short-Term Memory implementation of a Recurrent Neural Network used to predict the stock prices of Google Stocks for the next working day based on their past few days opening price trends.
Stock_price_predictor
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7
Stock Price Predictor with Deep Learning
Neural Network
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7
Deep Learning, Attention, Transformers, BERT, GPT-2, GTP-3
Cse327_computer_vision
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7
Genre Melodies
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7
Create genre-specific melodies using Magenta
Time Series Forecasting
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7
Python scripts for time series forecasting using ARIMA and LSTM recurrent neural networks
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.
Ethereum Price Prediction
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7
This Repository includes files of project predicting Cryptocurrency Ethereum price using Twitter sentiments and Machine Learning
Pocketanalyst
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7
Cal Hacks 6.0 Project (Best Goldman Sachs API Implementation): Interacts with the user via a chat bot and makes reliable investment recommendations based on various Machine Learning models.
Machine Learning Collection
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7
Repo for Implementing Research Papers & Projects related to Machine Learning
Ntua Multi Criteria Decision Analysis
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7
📈Multiple-Criteria Decision Analysis (MCDA) techniques enhanced with Deep Learning Techniques to solve a Securities Selection (Stocks) problem
Multivariate Analysis Oil Price Prediction Using Lstm Gru
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7
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.
Lstmnet
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7
A Long Short Term Memory neural network for time series prediction. Memory blocks contain one memory cell in each. Weights for the network are randomly initialized.
Stock Price Predictor
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7
🤖 Predicting the stock price with LSTM (Deep Learning)
Han
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7
Implementation of HAN for Sentiment Classification task from paper "Hierarchical Attention Networks for Document Classification"
Show_attend_tell
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7
Caption generator for live camera feed
Music Generation
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7
Piano music generation with RNN with Tensorflow
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.
Yue_nmt
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6
Python scripts and datasets of the "Extremely Low-Resource Neural Machine Translation: A Case Study of Cantonese" project
Sentiment Analysis Reviews
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6
Sentiment analysis of women's clothes reviews by using machine learning algorithms and Neural Networks (LSTM).
Pokerai
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6
AI algorithm that plays Texas hold 'em poker (part of university research in imperfect information games)
Exploratory_data_analysis_and_ml_projects
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6
Several datasets are manipulated, visualized, and analyzed with well-known ML Algorithms to make predictions, clustering, or classifications.
Lstm Rnn
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6
An exploration into Recurrent Neural Networks using LSTM. The implmentation is named Cryptonet as it attempts to model trends in the price of bitcoin of varying lengths. Results of the experiment can be found within the results folder.
Lstmq
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6
All lstm related projects in q/KDB+
Chromecast_vad
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6
RNN implementation of a voice activity detector to control Chromecast device volume.
Cryptocurrency Analysis Python
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6
Time series forecasting using RNN, Twitter Sentiment Analysis and Turtle Trading Strategy applied on Cryptocurrency
Lstmgan For Melody Generation
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6
An LSTM GAN implementation for music generation from MIDI files. The work closely follows work on GAN hacks in https://github.com/soumith/ganhacks
Bitcoin Price Prediction
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6
Bitcoin Price Prediction using LSTM
Stock Market Prediction
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6
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.
Schedule_sampling_seq2seq_movie_script_chatbot_pytorch
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6
Build a chatbot based on gender with Seq2Seq and Schedule-Sampling Seq2Seq with PyTorch
Gatorsquad
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6
EEL6935 Cloud Computing Course Project
C Attl3
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6
A C++ deep learning library for the construction and optimization of neural networks ranging from simple feedforward architectures to state-of-the-art convolutional ResNets and LSTMs.
Learning2learn
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6
This repository implements the architecture proposed by Verdon et al. in the paper Learning to learn with quantum neural networks via classical neural networks, using PennyLane and TensorFlow.
Sign Language Translator
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6
Neural Network that is able to translate any sign language into text.
Ai Music Generator
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6
In this project we will be building a model capable of generating notes and chords after learning from the dataset of songs we provide to our recurrent neural network and create songs. Before we start, let us recall few of the basic concepts and terminologies we will be using in this project and add to that knowledge the concepts required to successfully train our model to be an excellent composer.
Cryptocurrency_market_prediction
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6
Time Series based analysis of cryptocurrency prediction using deep learning models
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