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For Tensorflow 1.2 and Keras 2.0, the line `tf.contrib.rnn.core_rnn_cell.BasicLSTMCell` should be replaced by `tf.contrib.rnn.BasicLSTMCell`.
$ ./train_demo.sh
017-06-30 16:09:13,025 root …
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ANN
![image](https://github.com/kurtzace/diary2023/assets/2136211/e3a5287a-e4e6-42ba-aad6-323132470eba)
3d plot
![image](https://github.com/kurtzace/diary2023/assets/2136211/c1882a9d-1c0…
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Hi!
Very cool project.
There are some potential improvements to sequential model found in [Improved Recurrent Neural Networks for Session-based Recommendations](https://arxiv.org/abs/1606.08117). …
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- PyTorch-Forecasting version: 0.10.1
- PyTorch version: 1.10.0+cu111
- Python version: 3.7.13
- Operating System: Ubuntu 18.04.5 LTS
### Expected behavior
I am currently fitting my TFT model…
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Hello,
I am having some problems with both the DeepExplainer and the GradientExplainer in TensorFlow 2.1. I use a Keras model called rrn_model, that it is composed by an LSTM, an attention layer an…
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## 一言でいうと
Self-Attentionの更新ルールが連続的な状態を記憶するHopfield Networkの更新と同等であるとした論文。これに基づく解析ではBERTの第一レイヤは全パターンの平均、上に行くにつれ特定パターンを記憶ししているとのこと。またPooling/LSTM(Memory)の処理もHopfiledで代替可能であると主張している。
### 論文リンク
h…
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I am trying long sentences (~240 English symbols) and I found that the model has troubles to start at > 80 symbols, there are two main problems:
1. flowtron (python inference.py) keeps only a small p…
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### The Issue
We have altered `dna/database_to_json.py` to now pull its data from a local mirror of the D3M Metalearning Database. The data in that database has a little more variety than the data …
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Hi,
following DeepMind's paper "Towards End-to-End Prosody Transfer for Expressive Speech Synthesis with Tacotron", they claim to use GMM attention as it generalize better for longer utterances. I …
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I have been working on TTS for several months now, and my (20+ hour) dataset is driving me crazy. At training time, keithito/tacotron and Rayhane-mamah/Tacotron2 are able to align fine, but when I sw…