petrhrobar

Fastai Tabular Learner - Adding LSTM component

1

I am facing a fairly interesting use-case. I have daily sales data (data similar to Rossman dataset) where we have a lot of categorical variables (e.g. store, group_of_product, etc) and...

pandarallel support for grouped and date indexed dataframe

2

Hello, This package is amazing!. However, yesterday I came upon a use case where the package was not able to handle the operations. Switching back to simple ```apply``` as opposed...

Runner for parallel sklearn benchmark

3

Hey Vincent, I found an interesting instance with your Runner object to run functions in parallel. Let's take an example of an experiment you showed here (https://www.youtube.com/watch?v=qcrR-Hd0LhI&ab_channel=PyData). Is it possible...

DOC: Reusing generated model specifications

11

IS it possible to use a "fitted" transformer and evaluate a new (however, similar dataset)? Let's have the following example: ```python import pandas from formulaic import Formula df = pandas.DataFrame({...

DOC: Contrast Specification

1

Another thing I was considering is wheater we are able to use formulaic for incremental training of some models. Let's imagine we have a dataset that has the categorical variable...

Hey, Thanks for this amazing wrapper I was trying to implement this myself only to find out this package. I really makes the training loop a pleasure to work with!...

Add support for async functions in memo library

1

Hi Vicent, First, thank you for creating and maintaining the memo library. It has been incredibly useful for my projects. I am writing to request support for asynchronous functions in...