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Version 12

Explore real historical weather with weather folklore in Szeged, Hungary between 2006 and 2016. Learn how to prepare and train the dataset using PyTorch. Upgrade with !pip install jovian --upgrade --quiet.

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!pip install jovian --upgrade --quiet

Weather in Szeged 2006-2016

This is a dataset for a larger project I have been working on. My idea is to analyze and compare real historical weather with weather folklore.

Content The CSV file includes a hourly/daily summary for Szeged, Hungary area, between 2006 and 2016.

Data available in the hourly response:

  1. time
  2. summary
  3. precipType
  4. temperature
  5. apparentTemperature
  6. humidity
  7. windSpeed
  8. windBearing
  9. visibility
  10. loudCover
  11. pressure
import torch
import jovian
import torchvision
import torch.nn as nn
import pandas as pd
import matplotlib.pyplot as plt
import torch.nn.functional as F
from torchvision.datasets.utils import download_url
from torch.utils.data import DataLoader, TensorDataset, random_split
project_name='course-project-regression-pytorch' # will be used by jovian.commit