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
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Nov 22, 2024 - Python
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reccurent-neural-network
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LSTM, RNN and GRU implementations using Pytorch
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Mar 27, 2021 - Python
Stock Market Prediction on High-Frequency Data Using soft computing based AI models
python deep-neural-networks random-forest generative-adversarial-network logistic-regression convolutional-neural-networks decision-trees support-vector-machines gaussian-processes bayesian-optimization technical-indicators dimension-reduction stacking gradient-boosting computational-finance stock-market-prediction high-frequency-trading stacked-autoencoder reccurent-neural-network
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Sep 6, 2024 - Jupyter Notebook
A human violence detection & classification system using recurrent neural networks(RNN).
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Oct 3, 2023 - Python
Adaptive Length Image Tokenization via Recurrent Allocation | How many tokens is an image worth ?
representation-learning compressed-representation reccurent-neural-network vision-transformer vision-tokenization dynamic-compute adaptive-compute adaptive-memory
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Feb 11, 2025 - Python
This repo contains various use-cases of deep-learning implemented in Pytorch. It also contains summarized notes of each chapter from the book, 'Deep Learning' written by Ian Goodfellow.
natural-language-processing udacity deep-learning sentiment-analysis text-classification word2vec pytorch generative-adversarial-network style-transfer convolutional-neural-networks transfer-learning natural-language-generation sentiment-classification attention-model cycle-gan amazon-sagemaker reccurent-neural-network bert-model summarized-notes deploy-machine-learning
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Mar 14, 2021 - Jupyter Notebook
Educational predictions on stock market with Tensorflow.js sequential RNN with LSTM layers on a React web App.
react machine-learning stock-market stock-price-prediction lstm-model financial-analysis rnn-tensorflow lstm-neural-networks prediction-model tensorflowjs reccurent-neural-network
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Apr 13, 2023 - JavaScript
Phoneme prediction from speech mel-spectrograms using RNN.
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Jun 4, 2019 - Python
Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).
awesome esn rnn awesome-list echo-state-networks reservoir-computing artifical-neural-network reccurent-neural-network
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Nov 18, 2021
A machine learning-based solution for real-time resource allocation in the cloud (Time-series forecasting)
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Jul 7, 2021 - Jupyter Notebook
Black-box extraction of Finite-State Machines from RNNs.
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Apr 14, 2022 - Python
An image captioning model that uses flickr8k dataset with Deep learning and NLP
nlp natural-language-processing deep-learning neural-network cnn pytorch lstm rnn image-captioning convolutional-neural-networks inception long-short-term-memory reccurent-neural-network
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Jul 26, 2021 - Jupyter Notebook
This repository contains the social media data scraper and the notebooks of this analysis. Where we analise the Social Media posts - tweets with Sentiment Analysis then we analyse this results with Named Entity Recognition (NER) and Information Extraction methods to get a more accurate and detailed picture of this sentiment results.
data-science tensorflow keras data-visualization information-extraction named-entity-recognition nltk bert textblob reccurent-neural-network
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Sep 3, 2021 - Jupyter Notebook
machine-learning ai deep-learning neural-network artificial-intelligence datascience supervised-learning image-classification image-recognition convolutional-neural-networks unsupervised-learning fastai imagerecognition resnet-34 fastai-github reccurent-neural-network fastai-v3 fastai-library
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Aug 10, 2019 - Jupyter Notebook
Train Time Delay Prediction using machine learning
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Mar 27, 2024 - Python
The project aims to utilize deep learning models to forecast wind farm power output using CNN, LSTM, RNN, and GRU artificial neural networks.
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Apr 6, 2024 - Jupyter Notebook
This repository includes course assignments of Natural Language Processing in TensorFlow on Coursera by DeepLearning.AI
nlp machine-learning tensorflow tokenization long-short-term-memory gated-recurrent-unit reccurent-neural-network
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Nov 16, 2021 - Jupyter Notebook
The Ikirundi Corpus Project aims to create a comprehensive collection of Kirundi language resources to support and facilitate a wide range of natural language processing (NLP) tasks.
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Mar 30, 2023 - Python
Image Captioning on Flickr Dataset - Describe a scene (output text) from an input image
computer-vision image-processing python3 pytorch lstm convolutional-neural-networks reccurent-neural-network
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Feb 15, 2023 - Jupyter Notebook
Forecasting data for cryptocurrency using streamlit web app.
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May 31, 2021 - Jupyter Notebook
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