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version: '3'
services:
notebook:
build:
context: ./jupyter-notebook-docker
ports:
- "8888:8888"
@deeperunderstanding
deeperunderstanding / Dockerfile
Last active June 19, 2019 12:55
Jupyter Notebook Dockerfile
FROM jupyter/scipy-notebook
RUN conda install --quiet --yes \
'mlflow=1.0.0' \
'psycopg2'
@deeperunderstanding
deeperunderstanding / Dockerfile
Last active June 18, 2019 15:30
Final Dockerfile for MLFlow
FROM python:3.7.0
RUN pip install mlflow==1.0.0
RUN pip install psycopg2
EXPOSE 5000
RUN mkdir -p /server
WORKDIR /server
COPY . /server
@deeperunderstanding
deeperunderstanding / docker-compose.yml
Last active June 18, 2019 18:26
The final docker-compose file
version: '3'
services:
notebook:
build:
context: ./jupyter-notebook-docker
ports:
- "8888:8888"
depends_on:
- mlflow
environment:
@deeperunderstanding
deeperunderstanding / docker-compose.yml
Last active June 18, 2019 17:55
The docker-compose now with mlflow tracking server added
version: '3'
services:
notebook:
build:
context: ./jupyter-notebook-docker
ports:
- "8888:8888"
depends_on:
- mlflow
environment:
@deeperunderstanding
deeperunderstanding / Dockerfile
Created June 11, 2019 16:26
Dockerfile for Simple MLflow Tracking Server
FROM python:3.7.0
RUN pip install mlflow==1.0.0
RUN mkdir /mlflow/
CMD mlflow server \
--backend-store-uri /mlflow \
--host 0.0.0.0
@deeperunderstanding
deeperunderstanding / Dockerfile
Last active June 18, 2019 15:31
simple Dockerfile for MLflow tracking server with database backend, not waiting for the DB yet
FROM python:3.7.0
RUN pip install mlflow==1.0.0
RUN pip install psycopg2
RUN mkdir /mlflow/
CMD mlflow server \
--backend-store-uri postgresql://admin:secret@postgres:5432/mlflow \
--default-artifact-root /mlflow \
@deeperunderstanding
deeperunderstanding / Dockerfile
Created June 15, 2019 17:19
Dockerfile for Postgres with init files copied into init folder
FROM postgres:alpine
COPY init.sql /docker-entrypoint-initdb.d/
CREATE DATABASE mlflow;
@deeperunderstanding
deeperunderstanding / game_of_life.ipynb
Created June 17, 2019 11:41 — forked from jiffyclub/game_of_life.ipynb
Conway's Game of Life in an IPython Notebook
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