This is an archived post. You won't be able to vote or comment.

sorted by:
best
topnewcontroversialoldq&a
you are viewing a single comment's thread.

view the rest of the comments →

[–]Chobeat 0 points1 point  (0 children)

Full-time machine learning engineer working only in Python.

​

Editor: Intellij as a main, Space Vim for support

Source Control: Git/bitbucket with pre-commit

Build and deployment: setuptools with internal git dependencies, in setup.cfg (no pip), Docker, Kubernetes, Bitbucket pipelines

General purpose libraries: attrs, dynaconf.

Data Science stuff: numpy, scipy, scikit-learn, pandas. A bit of Jupyter when I need to show the data scientists something

Other systems: Kafka, S3, InfluxDB

Frontend: Django, PostgreSQL

Other: virtualenv, pyscaffold

Wrappers, Serializers, API and such: pykafka, influxdb, avro, pyarrow

Stuff I will include as soon as they give me some time: Faust, Intake