DSKSD / Rnn For Joint Nlu
Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)
Stars: ✭ 176
Projects that are alternatives of or similar to Rnn For Joint Nlu
Pytorch Seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Stars: ✭ 3,418 (+1842.05%)
Mutual labels: jupyter-notebook, lstm, rnn, attention, encoder-decoder
Machine Learning
My Attempt(s) In The World Of ML/DL....
Stars: ✭ 78 (-55.68%)
Mutual labels: jupyter-notebook, lstm, rnn, attention
Chinese Chatbot
中文聊天机器人，基于10万组对白训练而成，采用注意力机制，对一般问题都会生成一个有意义的答复。已上传模型，可直接运行，跑不起来直播吃键盘。
Stars: ✭ 124 (-29.55%)
Mutual labels: jupyter-notebook, lstm, rnn, attention
Bitcoin Price Prediction Using Lstm
Bitcoin price Prediction ( Time Series ) using LSTM Recurrent neural network
Stars: ✭ 67 (-61.93%)
Mutual labels: jupyter-notebook, lstm, rnn
Rnn Notebooks
RNN(SimpleRNN, LSTM, GRU) Tensorflow2.0 & Keras Notebooks (Workshop materials)
Stars: ✭ 48 (-72.73%)
Mutual labels: jupyter-notebook, lstm, rnn
Time Attention
Implementation of RNN for Time Series prediction from the paper https://arxiv.org/abs/1704.02971
Stars: ✭ 52 (-70.45%)
Mutual labels: lstm, rnn, attention
Lstm chem
Implementation of the paper - Generative Recurrent Networks for De Novo Drug Design.
Stars: ✭ 87 (-50.57%)
Mutual labels: jupyter-notebook, lstm, rnn
Cnn lstm for text classify
CNN, LSTM, NBOW, fasttext 中文文本分类
Stars: ✭ 90 (-48.86%)
Mutual labels: lstm, rnn, attention
Load forecasting
Load forcasting on Delhi area electric power load using ARIMA, RNN, LSTM and GRU models
Stars: ✭ 160 (-9.09%)
Mutual labels: jupyter-notebook, lstm, rnn
Ml Ai Experiments
All my experiments with AI and ML
Stars: ✭ 107 (-39.2%)
Mutual labels: jupyter-notebook, lstm, rnn
Pytorch Learners Tutorial
PyTorch tutorial for learners
Stars: ✭ 97 (-44.89%)
Mutual labels: jupyter-notebook, lstm, rnn
Nlp Models Tensorflow
Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0
Stars: ✭ 1,603 (+810.8%)
Mutual labels: jupyter-notebook, lstm, attention
Neural Networks
All about Neural Networks!
Stars: ✭ 34 (-80.68%)
Mutual labels: jupyter-notebook, lstm, rnn
Attentive Neural Processes
implementing "recurrent attentive neural processes" to forecast power usage (w. LSTM baseline, MCDropout)
Stars: ✭ 33 (-81.25%)
Mutual labels: jupyter-notebook, rnn, attention
Poetry Seq2seq
Chinese Poetry Generation
Stars: ✭ 159 (-9.66%)
Mutual labels: jupyter-notebook, lstm, rnn
Rnn Theano
使用Theano实现的一些RNN代码，包括最基本的RNN，LSTM，以及部分Attention模型，如论文MLSTM等
Stars: ✭ 31 (-82.39%)
Mutual labels: intent, lstm, rnn
Banglatranslator
Bangla Machine Translator
Stars: ✭ 21 (-88.07%)
Mutual labels: lstm, attention, encoder-decoder
Stockpriceprediction
Stock Price Prediction using Machine Learning Techniques
Stars: ✭ 700 (+297.73%)
Mutual labels: jupyter-notebook, lstm, rnn
Lstm Sentiment Analysis
Sentiment Analysis with LSTMs in Tensorflow
Stars: ✭ 886 (+403.41%)
Mutual labels: jupyter-notebook, lstm, rnn
Pytorch Pos Tagging
A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.
Stars: ✭ 96 (-45.45%)
Mutual labels: jupyter-notebook, lstm, rnn
RNN-for-Joint-NLU
Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/pdf/1609.01454.pdf)
Intent prediction and slot filling are performed in two branches based on Encoder-Decoder model.
dataset (Atis)
You can get data from here
Requirements
Pytorch 0.2
Train
python3 train.py --data_path 'your data path e.g. ./data/atis-2.train.w-intent.iob'
Result
Note that the project description data, including the texts, logos, images, and/or trademarks,
for each open source project belongs to its rightful owner.
If you wish to add or remove any projects, please contact us at [email protected].