Manuel Alvarez Campo
Manuel Alvarez Campo
Hi! This is WIP. **Please don't merge nor dismiss. READ BELOW** I was checking the [CircleCI errors here](https://app.circleci.com/pipelines/github/AIStream-Peelout/flow-forecast/1578/workflows/33a0fd44-31f1-416a-ba5c-cbfc3cc5c606/jobs/4659). ## Install dependencies ``` ERROR: matplotlib 3.3.2 has requirement certifi>=2020.06.20, but you'll...
Add the option to plot the surface of copula functions.
Currently, the only supported behavior for `Bivariate` copulas is the following: 1. Instantiate the class of the desired family. ```python instance = Bivariate('frank') ``` 2. Fit it with data, and...
We should support GPU and multiGPU training and sampling, allowing to: - Select the desired behavior with a parameter - Select the best available option in case none is provided...
Currently the CLI only support the `research` command, used to keep backwards compatibility. We should extend its funcionality to allow to `fit` and `sample` directly from the command line.
Currently we are using `faker` library to anonymize data on the categorical transformer. We should investigate if there are better options available in terms of both performance and supported data...
The current `DatetimeTransformer` is converting the datetime values to integer and back without considering the timezones. The timezones could be added as a new column, either categorical, using the `CategorialTransformer`,...