diff --git "a/drafts/2022/weather-prediction-rnn/notebooks/models/RNNModel(\n  (rnn): RNN(108, 64, num_layers=3, batch_first=True, dropout=0.2)\n  (fc): Linear(in_features=64, out_features=1, bias=True)\n)_2022-05-28_19:14:23" "b/content/2022/weather-prediction-rnn/notebooks/models/RNNModel(\n  (rnn): RNN(108, 64, num_layers=3, batch_first=True, dropout=0.2)\n  (fc): Linear(in_features=64, out_features=1, bias=True)\n)_2022-05-28_19:14:23"
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rename from "drafts/2022/weather-prediction-rnn/notebooks/models/RNNModel(\n  (rnn): RNN(108, 64, num_layers=3, batch_first=True, dropout=0.2)\n  (fc): Linear(in_features=64, out_features=1, bias=True)\n)_2022-05-28_19:14:23"
rename to "content/2022/weather-prediction-rnn/notebooks/models/RNNModel(\n  (rnn): RNN(108, 64, num_layers=3, batch_first=True, dropout=0.2)\n  (fc): Linear(in_features=64, out_features=1, bias=True)\n)_2022-05-28_19:14:23"
diff --git a/drafts/2022/weather-prediction-rnn/notebooks/weather-prediction-rnn.ipynb b/content/2022/weather-prediction-rnn/notebooks/weather-prediction-rnn.ipynb
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rename from drafts/2022/weather-prediction-rnn/notebooks/weather-prediction-rnn.ipynb
rename to content/2022/weather-prediction-rnn/notebooks/weather-prediction-rnn.ipynb
diff --git a/drafts/2022/weather-prediction-rnn/weather-prediction-rnn.md b/content/2022/weather-prediction-rnn/weather-prediction-rnn.md
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rename from drafts/2022/weather-prediction-rnn/weather-prediction-rnn.md
rename to content/2022/weather-prediction-rnn/weather-prediction-rnn.md
index 195f93bc5..e621ff35e 100644
--- a/drafts/2022/weather-prediction-rnn/weather-prediction-rnn.md
+++ b/content/2022/weather-prediction-rnn/weather-prediction-rnn.md
@@ -1,5 +1,5 @@
-Title: Hands On Machine Learning with PyTorch - Recurrent Neural Networks
-Date: 2022-04-xx
+Title: Recurrent Neural Networks with PyTorch
+Date: 2024-02-07
 Author: Jack McKew
 Category: Python, Data Science
 Tags: python, visualisation, machine learning, ai