Brainsteam

Brainsteam

The irregular mental expulsions of a PhD student and CTO of Filament, my views are my own and do not represent my employers in any way.

12 Apr 2021

An opinionated guide to Python environments in 2021

A fairly thorough explanation and exploration of python package and environment managers as of April 2021 with some opinionated setups proposed for different user types at the end.
01 Mar 2021

Reproducing 'ancient' experiments with Pytorch inside docker

Using containers to run old & deprecated PyTorch code with relative ease
14 Jan 2021

Pickle 5 Madness with MLFlow and Python 3.6/3.7

Solving 'unsupported pickle protocol: 5' when trying to load mlflow models
29 Dec 2020

Serving NLP Models with MLflow

Serving NLP models with MLflow is a little trickier than serving models expecting tabular input. In this post we explore one possible solution with code examples.
27 Nov 2020

DVC and Backblaze B2 for Reliable & Reproducible Data Science

## Introduction When you’re working with large datasets, storing them in git alongside your source code is usuall...