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Part 15 - Multivariate_Time_ Series_Classification_PyTorch_Lightning
Part 15 - Multivariate_Time_ Series_Classification_PyTorch_Lightning
 
 
Part 16 - Bitcoin_Price_Analysis
Part 16 - Bitcoin_Price_Analysis
 
 
Part_17_Multi_Input_Multi_Output_pytorch
Part_17_Multi_Input_Multi_Output_pytorch
 
 
Part_18_WineQualityClassification
Part_18_WineQualityClassification
 
 
Part_19_Multi-Headed-Tuning
Part_19_Multi-Headed-Tuning
 
 
assets
assets
 
 
cats_dogs_light
cats_dogs_light
 
 
data
data
 
 
house_price_prediction
house_price_prediction
 
 
.gitignore
.gitignore
 
 
LICENSE
LICENSE
 
 
Part 1 - Tensors in PyTorch (Exercises).ipynb
Part 1 - Tensors in PyTorch (Exercises).ipynb
 
 
Part 10 - Timeseries with LSTM.ipynb
Part 10 - Timeseries with LSTM.ipynb
 
 
Part 11 - Series Prediction.ipynb
Part 11 - Series Prediction.ipynb
 
 
Part 12 - Timeseries LSTM 2.ipynb
Part 12 - Timeseries LSTM 2.ipynb
 
 
Part 13 - Multivariate_Time_Series_Data_Preprocessing_with_Pandas.ipynb
Part 13 - Multivariate_Time_Series_Data_Preprocessing_with_Pandas.ipynb
 
 
Part 14 - Multivariate Timeseries Analysis using Pytorch and Pytorch Lightening.ipynb
Part 14 - Multivariate Timeseries Analysis using Pytorch and Pytorch Lightening.ipynb
 
 
Part 2 - Neural Networks in PyTorch (Exercises).ipynb
Part 2 - Neural Networks in PyTorch (Exercises).ipynb
 
 
Part 3 - Training Neural Networks (Exercises).ipynb
Part 3 - Training Neural Networks (Exercises).ipynb
 
 
Part 4 - Fashion-MNIST (Exercises).ipynb
Part 4 - Fashion-MNIST (Exercises).ipynb
 
 
Part 5 - Inference and Validation (Exercises).ipynb
Part 5 - Inference and Validation (Exercises).ipynb
 
 
Part 6 - Saving and Loading Models.ipynb
Part 6 - Saving and Loading Models.ipynb
 
 
Part 7 - Loading Image Data (Exercises).ipynb
Part 7 - Loading Image Data (Exercises).ipynb
 
 
Part 8 - Transfer Learning (Exercises).ipynb
Part 8 - Transfer Learning (Exercises).ipynb
 
 
Part 9 - TensorBoard Visualisations.ipynb
Part 9 - TensorBoard Visualisations.ipynb
 
 
README.md
README.md
 
 
binance_btc_usd_dataset_processed.csv
binance_btc_usd_dataset_processed.csv
 
 
fc_model.py
fc_model.py
 
 
helper.py
helper.py
 
 
run_tensorboard.ipynb
run_tensorboard.ipynb
 
 
teaching_pytorch.ipynb
teaching_pytorch.ipynb
 
 

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Learning Pytorch

Contains files from Intro to Deep Learning with PyTorch course by udacity.

  1. Basics of Neural Networks with PyTorch
  2. TensorBoard Visualisations from PyTorch Documentation

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Learning Pytorch

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