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75 search results found
Automatic_speech_recognition
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2,743
End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
Deeplearning_tutorials
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1,216
The deeplearning algorithms implemented by tensorflow
Personae
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1,034
📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.
Latticelstm
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1,018
Chinese NER using Lattice LSTM. Code for ACL 2018 paper.
Awesome Trajectory Prediction
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863
Lstm Char Cnn
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812
LSTM language model with CNN over characters
Text Classification
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622
Implementation of papers for text classification task on DBpedia
Eeg Dl
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563
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
Multilabel Timeseries Classification With Lstm
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487
Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.
Handwriting Generation
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289
Implementation of handwriting generation with use of recurrent neural networks in tensorflow. Based on Alex Graves paper (https://arxiv.org/abs/1308.0850).
Absapapers
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268
Worth-reading papers and related awesome resources on aspect-based sentiment analysis (ABSA). 值得一读的方面级情感分析论文与相关资源集合
Named Entity Recognition With Bidirectional Lstm Cnns
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241
Named-Entity-Recognition-with-Bidirectional-LSTM-C
Lidc_nodule_detection
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162
lidc nodule detection with CNN and LSTM network
Video Summarization With Lstm
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150
Implementation of our ECCV 2016 Paper (Video Summarization with Long Short-term Memory)
Deepknowledgetracing
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143
source code for the paper Deep Knowledge Tracing
Social Lstm
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120
Socially-primed LSTM model to predict intercommunity conflict on Reddit.
Rnn_basketball
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116
LSTM + MDN for basketball trajectories
Copy_re
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108
Release for acl18 paper "Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism"
Lstm_chem
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91
Implementation of the paper - Generative Recurrent Networks for De Novo Drug Design.
Mmwave Localization Learning
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85
🎯 ML-based positioning method from mmWave transmissions - with high accuracy and energy efficiency
Ode Lstms
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84
Code repository of the paper Learning Long-Term Dependencies in Irregularly-Sampled Time Series
Nested Lstm
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84
Keras implementation of Nested LSTMs
Ai Reading Materials
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77
Some of the ML and DL related reading materials, research papers that I've read
N3lp
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69
C++ implementation for Neural Network-based NLP, such as LSTM machine translation!
Objectpermanence
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67
Code for our paper: *Shamsian, *Kleinfeld, Globerson & Chechik, "Learning Object Permanence from Video"
Dkt
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65
Our implementation of the LSTM version of Deep Knowledge Tracing (DKT)
Neuralhmm
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64
code for unsupervised learning Neural Hidden Markov Models paper
Lstm Attention
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63
LSTM-Attention
Acsa
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62
Papers, models and datasets for Aspect-Category Sentiment Analysis.
Retro Contest Sonic
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62
World Models applied to the Open AI Sonic Retro Contest
Keras Utility Layer Collection
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59
Collection of custom layers and utility functions for Keras which are missing in the main framework.
Time Attention
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58
Implementation of RNN for Time Series prediction from the paper https://arxiv.org/abs/1704.02971
Mobile Vod Bottleneck Lstm
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46
Implementation of Mobile Video Object Detection with Temporally-Aware Feature Maps using PyTorch
Skeleton Based Action Recognition Review
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43
This review contains some action recognition methods.
Matchlstm Pytorch
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43
a pytorch implementation of match lstm question answering model
Pangeo_lstm_example
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42
Example notebook, showing how to use LSTMs for rainfall-runoff modeling
Kasm Pytorch
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39
Reproducing the paper "Kernel-Based Approaches for Sequence Modeling: Connections to Neural Methods"
Semeval2019task3
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34
Code for ANA at SemEval-2019 Task 3
Mogrifierlstm
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34
A quick walk-through of the innards of LSTMs and a naive implementation of the Mogrifier LSTM paper in PyTorch
Machine Learning
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31
The projects I do in Machine Learning with PyTorch, keras, Tensorflow, scikit learn and Python.
Text Classification
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31
PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类
Npi
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30
Neural Programmer-Interpreter Implementation (Reed, de Freitas: https://arxiv.org/abs/1511.06279), in Tensorflow
Iwcs2017 Answer Selection
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28
Repository for the IWCS 2017 paper "Representation Learning for Answer Selection with LSTM-Based Importance Weighting"
Show Attend And Tell Keras
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25
Keras implementation of the "Show, Attend and Tell" paper
Tensorflow Grid Lstm
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25
Implementation of the paper https://arxiv.org/pdf/1507.01526v3.pdf (Tensorflow 1.0, Python 3)
Paper Implementation Dstp Rnn For Stock Prediction Based On Da Rnn
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24
基於DA-RNN之DSTP-RNN論文試做(Ver1.0)
Brc_pytorch
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24
Pytorch implementation of bistable recurrent cell with baseline comparisons.
Convai
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20
resources and documentation on convai challenge
Janet
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18
Code for the forget-only version of the LSTM in the paper "The unreasonable effectiveness of the forget gate"
Multitask_disfluency_detection
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18
Code for the paper "Multi-Task Learning for Domain-General Spoken Disfluency Detection in Dialogue Systems" (Igor Shalyminov, Arash Eshghi, and Oliver Lemon)
Speech Recognition
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18
End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
Human Trajectory Forecasting Papers
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15
Collection of Papers in Trajectory Prediction categorised according to the high-level structure
Normalized Quantized Lstm
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13
Implementation of NeurIPS 2019 paper "Normalization Helps Training of Quantized LSTM"
Language Models
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12
research and implementations of recurrent neural networks and their applications
Kddcup99_nid_lstm
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11
Tensorflow Implementation of paper Applying long short-term memory recurrent neural networks to intrusion detection with KDDCup99 Data
Speech_signal_processing
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11
Mrnn Mlstm
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11
Code for ICML 2020 paper: Do RNN and LSTM have Long Memory?
Tep Meets Lstm
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11
Chemical Process Fault Detection Using Long Short-Term Memory Recurrent Neural Network.
Lstms
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10
Collection of examples with LSTM recurrent neural networks
Reading_comprehension Cs224n
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9
Simple baseline of reading comprehension task on SQuAD dataset. Most of the it are reimplementation of the ICLR2017 paper "Machine Comprehension Using Match-LSTM and Answer Pointer"
Deeptarget Tensorflow
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9
Code for Paper DeepTarget, especially LSTM autoencoder
Research Paper Summarization
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9
Text Summarization for Research Papers
Sparseseqmodels
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9
Code for the CoNLL 2018 paper "Predefined Sparseness in Recurrent Sequence Models"
Scientific Article Summarization Using Lstms
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9
Github Repository for LSTM-based system generating automated abstract of scientific articles
Steganography Lstm
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9
Academic Paper Title Recommendation
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9
Supervised text summarization (title generation/recommendation) based on academic paper abstracts, with Seq2Seq LSTM and the power of Transfer Learning and T5.
Neural Image Captioning
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8
This is an implementation of the paper "Show and Tell: A Neural Image Caption Generator".
Sbl Lstm Net
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8
Sata Tree Lstm
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7
Implementation of SATA Tree-LSTM (Dynamic Compositionality in Recursive Neural Networks with Structure-aware Tag Representations, AAAI 2019)
Lstm_multi_modal_unet
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7
Implementation of ICIVC 2019 paper "LSTM multi-modal UNet for Brain Tumor Segmentation"
Humanlstm
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7
Code for our PLOS ONE paper: "Predicting Human Decision Making in Psychological Tasks with Recurrent Neural Networks"
Reading_group
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7
Reading group material and links
Geometric Feature Release
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7
Codes for our WACV2017 paper: "On Geometric Features for Skeleton-Based Action Recognition Using Multilayer LSTM Networks"
References
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6
useful references to our research and interests
Awd Lstm
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6
Replication of "Regularizing and Optimizing LSTM Language Models" by Merity et al. (2017).
Cnn Lstm Crf For Cqa Answer Tagging
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6
Provide the results for CNN+LSTM+CRF for cQA answer tagging
E Lstm D
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6
souece code of e-lstm-d
Irony And Sarcasm Detection In Arabic Tweets
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6
This repo represents model developed for Irony and sentiment detection in Arabic tweets in WANLP shared tasks on sarcasm and sentiment detection in Arabic tweets
Ethereum Price Prediction Using Lstm
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5
Capstone project for the course Deep Learning as part of the master Data Science and Society.
Poolinganalysis
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5
[EMNLP'20][Findings] Official Repository for the paper "Why and when should you pool? Analyzing Pooling in Recurrent Architectures."
Spoken Language Understanding Using Lstm
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5
Final project for Deep Learning & Neural Networks course at Columbia University.
Compressing Dynamical Systems Atari
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5
This is both an implementation of the paper "Action-Conditional Video Prediction using Deep Networks in Atari Games" and an extension of some of their results
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