Merge branch 'master' of github.com:ageron/handson-ml

02_end_to_end_machine_learning_project.ipynb

@@ -2258,7 +2258,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Great! It seems that we had the right imputer strategy (mean), and apparently only the top 7 features are useful (out of 9), the last 2 seem to just add some noise."
+    "Great! It seems that we had the right imputer strategy (median), and apparently only the top 7 features are useful (out of 9), the last 2 seem to just add some noise."
    ]
   },
   {

docker/Dockerfile

@@ -0,0 +1,19 @@
+FROM continuumio/anaconda3
+
+WORKDIR /usr/src/project
+COPY . /usr/src/project
+
+RUN apt-get update && apt-get upgrade -y \
+	
+	&& apt-get install -y \
+	 	libpq-dev \
+	 	build-essential \
+	 	git \
+
+	&& rm -rf /var/lib/apt/lists/* \
+
+	&& conda install -y -c conda-forge tensorflow=1.0.0 \
+	&& conda install -y -c conda-forge jupyter_contrib_nbextensions \
+
+	&& jupyter contrib nbextension install --user \
+	&& jupyter nbextension enable toc2/main 

docker/docker-compose.yml

@@ -0,0 +1,17 @@
+version: "3"
+services:
+  handson-ml:
+    build: 
+      context: ../
+      dockerfile: ./docker/Dockerfile
+    container_name: handson-ml
+    image: handson-ml
+    logging:
+      driver: json-file
+      options:
+        max-size: 50m
+    ports:
+      - "8888:8888"
+    volumes:
+      - ../:/usr/src/project
+    command: /opt/conda/bin/jupyter notebook --ip='*' --port=8888 --no-browser --allow-root

docker/makefile

@@ -0,0 +1,12 @@
+
+help:
+	cat Makefile
+run:
+	docker-compose up
+exec:
+	docker-compose exec -ti hondson-ml /bin/bash
+build: stop .FORCE
+	docker-compose build --force-rm 
+stop:
+	docker stop handson-ml || true; docker rm handson-ml || true;
+.FORCE: