fast Data Exploration in Elixir
While learning about Embeddings in ML, I realised the need of Data Explorer. Our Team is adding AI developmnet skills.
Data can be one dimension or two Dimension
- series for one dimension
- dataframes for two dimension
Examples
One Dimension
fruits = Explorer.Series.from_list(["apple", "mango", "banana", "orange"])
#Explorer.Series<
Polars[4]
string ["apple", "mango", "banana", "orange"]
>
Two Dimension
mountains = Explorer.DataFrame.new(name: ["Everest", "K2", "Aconcagua"], elevation: [8848, 8611, 6962])
#Explorer.DataFrame<
Polars[3 x 2]
name string ["Everest", "K2", "Aconcagua"]
elevation s64 [8848, 8611, 6962]
>
We will update with better examples.
references