Multitask Deep Learning for Sentiment Analysis using Character-Level Language Model, Bi-LSTMs for POS Tag, Chunking and Unsupervised Dependency Parsing. Inspired by this great article https://arxiv.org/abs/1611.01587

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python deep-learning pytorch natural-language-processing lstm recurrent-neural-networks

Word Rnn Tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow.

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python tensorflow lstm rnn

Cnn lstm for text classify

CNN, LSTM, NBOW, fasttext 中文文本分类

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python cnn lstm rnn attention lstm-neural-networks

Pytorch Sentiment Classification

LSTM and CNN sentiment analysis

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python pytorch lstm classification sentiment-classification sentiment

End To End Sequence Labeling Via Bi Directional Lstm Cnns Crf Tutorial

Tutorial for End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF

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jupyter-notebook deep-learning pytorch nlp tutorial cnn lstm named-entity-recognition pytorch-tutorial crf

Lstm chem

Implementation of the paper - Generative Recurrent Networks for De Novo Drug Design.

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python3 jupyter-notebook machine-learning keras lstm rnn cheminformatics

Contextual Utterance Level Multimodal Sentiment Analysis

Context-Dependent Sentiment Analysis in User-Generated Videos

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python keras lstm sentiment-analysis lstm-neural-networks

Self Attention Classification

document classification using LSTM + self attention

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python deep-learning machine-learning nlp lstm attention

Language Translation

Neural machine translator for English2German translation.

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jupyter-notebook deep-learning machine-learning tensorflow lstm recurrent-neural-networks neural-machine-translation sequence-to-sequence

Tensorflow seq2seq chatbot

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python machine-learning neural-networks chatbot lstm seq2seq

Copper price forecast

copper price(time series) prediction using bpnn and lstm

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python tensorflow keras lstm rnn stock sina

Pytorch Sentiment Analysis Classification

A PyTorch Tutorials of Sentiment Analysis Classification (RNN, LSTM, Bi-LSTM, LSTM+Attention, CNN)

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python pytorch lstm rnn

Ai Reading Materials

Some of the ML and DL related reading materials, research papers that I've read

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python deep-learning machine-learning neural-network artificial-intelligence reinforcement-learning lstm ocr paper face-detection face-recognition recurrent-neural-networks bots prediction mit

Machine Learning

My Attempt(s) In The World Of ML/DL....

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python python3 jupyter-notebook deep-learning machine-learning pytorch tensorflow tutorial keras lstm classification rnn regex attention pytorch-tutorial

Stock Rnn

Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

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python lstm embeddings stock-price-prediction

Dialogue Understanding

This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study

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python pytorch natural-language-processing lstm sentiment-analysis pretrained-models natural-language-understanding dialogue-systems dialogue

Aialpha

Use unsupervised and supervised learning to predict stocks

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python machine-learning artificial-intelligence lstm algorithmic-trading trading-strategies autoencoder quantitative-finance artificial-neural-networks stock-price-prediction

Lstm Ctc Ocr

using rnn (lstm or gru) and ctc to convert line image into text, based on torch7 and warp-ctc

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lua lstm ocr recurrent-neural-networks ctc

Sequentialdata Gan

Tensorflow Implementation of GAN modeling for sequential data

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python tensorflow gan lstm

Deepzip

NN based lossless compression

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python cnn lstm compression prediction

Caffe ocr

主流ocr算法研究实验性的项目，目前实现了CNN+BLSTM+CTC架构

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lstm ocr densenet ctc

Hred Attention Tensorflow

An extension on the Hierachical Recurrent Encoder-Decoder for Generative Context-Aware Query Suggestion, our implementation is in Tensorflow and uses an attention mechanism.

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python tensorflow lstm rnn sequence-to-sequence

Bitcoin Price Prediction Using Lstm

Bitcoin price Prediction ( Time Series ) using LSTM Recurrent neural network

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jupyter-notebook deep-learning tensorflow keras deep-neural-networks lstm rnn recurrent-neural-networks deep-learning-tutorial lstm-neural-networks series time-series-analysis

Keras bert classification

Bert-classification and bert-dssm implementation with keras.

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python keras lstm text-classification

Timecop

Time series based anomaly detector

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python machine-learning lstm timeseries anomaly-detection forecast

Irm Based Speech Enhancement Using Lstm

Ideal Ratio Mask (IRM) Estimation based Speech Enhancement using LSTM

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python pytorch deep-neural-networks lstm

Lstm Cnn classification

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python python3 tensorflow cnn lstm text-classification

Sign Language

Sign Language Recognition for Deaf People

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python deep-learning opencv convolutional-neural-networks lstm keras-tensorflow

Chicksexer

A Python package for gender classification.

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python deep-learning machine-learning tensorflow nlp data-science neural-network natural-language-processing lstm recurrent-neural-networks

Gdax Orderbook Ml

Application of machine learning to the Coinbase (GDAX) orderbook

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jupyter-notebook machine-learning tensorflow keras bitcoin deep-neural-networks cuda lstm trading recurrent-neural-networks quantitative-finance quantitative-trading coinbase gru gdax

Aiopen

AIOpen是一个按人工智能三要素（数据、算法、算力）进行AI开源项目分类的汇集项目，项目致力于跟踪目前人工智能（AI）的深度学习（DL）开源项目，并尽可能地罗列目前的开源项目，同时加入了一些曾经研究过的代码。通过这些开源项目，使初次接触AI的人们对人工智能（深度学习）有更清晰和更全面的了解。

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jupyter-notebook deep-learning docker tensorflow kubernetes keras ai gpu lstm theano blockchain-technology

Sentiment Analysis Nltk Ml Lstm

Sentiment Analysis on the First Republic Party debate in 2016 based on Python,NLTK and ML.

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python jupyter-notebook keras lstm sentiment-analysis recurrent-neural-networks nltk

Limit orderbook prediction

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python machine-learning keras lstm prediction

Chinese semantic role labeling

基于 Bi-LSTM 和 CRF 的中文语义角色标注

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python lstm crf chinese-nlp

Tf Lstm Crf Batch

Tensorflow-LSTM-CRF tool for Named Entity Recognizer

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python tensorflow lstm named-entity-recognition crf

Cascade

This repo contains code to detect sarcasm from text in discussion forum using deep learning

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python deep-learning tensorflow lstm reddit tweets

Lstm Context Embeddings

Augmenting word embeddings with their surrounding context using bidirectional RNN

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python deep-learning tensorflow neural-networks cnn lstm word-embeddings

Char rnn lm zh

language model in Chinese，基于Pytorch官方文档实现

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python deep-learning pytorch lstm chinese rnn language-model

Social Lstm Vehicletrajectory

Social LSTM using PyTorch for Vehicle Data

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python deep-learning pytorch lstm

Speech Music Detection

Python framework for Speech and Music Detection using Keras.

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python keras lstm

Pointer Networks Experiments

Sorting numbers with pointer networks

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python lstm attention seq2seq

Image Captioning

Image Captioning: Implementing the Neural Image Caption Generator with python

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python deep-learning machine-learning computer-vision convolutional-neural-networks lstm recurrent-neural-networks convolutional-networks lstm-neural-networks image-captioning

Text Classification Keras

📚 Text classification library with Keras

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python deep-learning library framework nlp keras lstm text-classification sentiment-analysis attention nlp-machine-learning keras-tensorflow

Time Attention

Implementation of RNN for Time Series prediction from the paper https://arxiv.org/abs/1704.02971

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python deep-learning tensorflow deep-neural-networks lstm time-series rnn attention

Tensorflow Lstm Sin

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

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python tensorflow neural-network lstm recurrent-neural-networks timeseries prediction experiment gru

Ner blstm Crf

LSTM-CRF for NER with ConLL-2002 dataset

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jupyter-notebook keras lstm named-entity-recognition ner crf

Gym Continuousdoubleauction

A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum continuous double auction. Ray [RLlib] is used for training.

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jupyter-notebook lstm quantitative-finance ppo quantitative-trading

Jambot

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python deep-learning neural-network lstm midi

Deepseqslam

The Official Deep Learning Framework for Route-based Place Recognition

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