lisy09 / research-to-applied-ml

research-to-applied-ml

Curated papers, articles, and blogs on data science & machine learning in production, and then implement.

License

See the LICENSE file for license rights and limitations.

Contributing

Please check CONTRIBUTING.md.

Table of Contents

• Search & Ranking
• .env: env file used in scripts
• Makefile: GNU Make Makefile as quick command entrypoint

How to Use

Prerequisite

• The environment for build needs to be linux/amd64 or macos/amd64
• The environemnt for build needs docker engine installed
• have docker-compose installed
• The environemnt for build needs GNU make > 3.8 installed
• The environemnt for build needs bash shell
• The environemnt for build needs python ~= 3.8 installed

Install dependency

We suggest create python environment using virtualenv:

virtualenv -p python venv

Then can install requirements with:

pip install requirements.txt

TODO

Ref

• https://github.com/eugeneyan/applied-ml
• https://github.com/eugeneyan/ml-surveys