Upgrade to recent library versions

Author: ageron

environment.yml

@@ -4,50 +4,51 @@ channels:
   - defaults
 dependencies:
   - graphviz
-  - imageio=2.6.1
-  - ipython=7.10.1
-  - ipywidgets=7.5.1
-  - joblib=0.14.0
-  - jupyter=1.0.0
-  - matplotlib=3.1.2
-  - nbdime=1.1.0
-  - nltk=3.4.5
-  - numexpr=2.7.0
-  - numpy=1.17.3
-  - pandas=0.25.3
-  - pillow=6.2.1
+  - imageio=2.6
+  - ipython=7.12
+  - ipywidgets=7.5
+  - joblib=0.14
+  - jupyter=1.0
+  - matplotlib=3.1
+  - nbdime=2.0
+  - nltk=3.4
+  - numexpr=2.7
+  - numpy=1.18
+  - pandas=1.0
+  - pillow=7.0
   - pip
+  - psutil=5.7
   - py-xgboost=0.90
-  - pydot=1.4.1
-  - pyopengl=3.1.3b2
+  - pydot=1.4
+  - pyglet=1.5
+  - pyopengl=3.1
   - python=3.7
   - python-graphviz
-  - requests=2.22.0
-  - scikit-image=0.16.2
+  #- pyvirtualdisplay=0.2 # add if on headless server
+  - requests=2.22
+  - scikit-image=0.16
   - scikit-learn=0.22
-  - scipy=1.3.1
-  - tqdm=4.40.0
-  - tensorboard=2.0.0
-  - tensorflow=2.0.0 # or tensorflow-gpu if gpu
-  - tensorflow-datasets=1.2.0
-  - tensorflow-estimator=2.0.0
-  - tensorflow-hub=0.7.0
-  - tensorflow-probability=0.7
+  - scipy=1.4
+  - tqdm=4.43
   - wheel
-  - widgetsnbextension=3.5.1
+  - widgetsnbextension=3.5
   - pip:
     - atari-py==0.2.6
-    - gym==0.15.4
-    - opencv-python==4.1.2.30
-    - psutil==5.6.7
-    - pyglet==1.3.2
-    - tensorflow-addons==0.6.0
-    - tensorflow-data-validation==0.15.0
-    - tensorflow-metadata==0.15.1
-    - tensorflow-model-analysis==0.15.4
-    - tensorflow-serving-api==2.0.0 # or tensorflow-serving-api-gpu if gpu
-    - tensorflow-transform==0.15.0
-    - tf-agents==0.3.0rc0
-    - tfx==0.15.0
-    - urlextract==0.13.0
-    #- pyvirtualdisplay # add if on headless server
+    - gast==0.2.2
+    - gym==0.17.1
+    - opencv-python==4.2.0.32
+    - tensorboard==2.1.1
+    - tensorflow-addons==0.8.3
+    - tensorflow-data-validation==0.21.5
+    - tensorflow-datasets==2.1.0
+    - tensorflow-estimator==2.1.0
+    - tensorflow-hub==0.7.0
+    - tensorflow-metadata==0.21.1
+    - tensorflow-model-analysis==0.21.6
+    - tensorflow-probability==0.9.0
+    - tensorflow-serving-api==2.1.0 # or tensorflow-serving-api-gpu if gpu
+    - tensorflow-transform==0.21.2
+    - tensorflow==2.1.0 # or tensorflow-gpu if gpu
+    - tf-agents==0.3.0
+    - tfx==0.21.2
+    - urlextract==0.14.0