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polyaxon icon polyaxon

A platform that helps you build, manage and monitor deep learning models

pytorch-ntm icon pytorch-ntm

Neural Turing Machines (NTM) - PyTorch Implementation

pytorch-pretrained-bert icon pytorch-pretrained-bert

The Big-&-Extending-Repository-of-Transformers: PyTorch pretrained models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

pytorch-qrnn icon pytorch-qrnn

PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM

pytorch-softdtw-cuda icon pytorch-softdtw-cuda

Fast CUDA implementation of (differentiable) soft dynamic time warping for PyTorch using Numba

recurrent-transformer icon recurrent-transformer

[ACL 2020] PyTorch code for MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning

roberta_zh icon roberta_zh

RoBERTa中文预训练模型: RoBERTa for Chinese

segatron_aaai icon segatron_aaai

codes and pre-trained models of paper "Segatron: Segment-aware Transformer for Language Modeling and Understanding"

seq2seq icon seq2seq

基于Pytorch的中文聊天机器人 集成BeamSearch算法

sha-rnn icon sha-rnn

Single Headed Attention RNN - "Stop thinking with your head"

sru icon sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

stockpredictionai icon stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

stocks_rnn icon stocks_rnn

Stock price prediction with LSTMs in TensorFlow

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