Update Bayes Rules env (#186)

* Update bayes rules environment

* Add jupyterlab

* Update notebook to run on pymc

Author: canyon289

Bayes_Rules/Chapter_2_Bayes_rule.ipynb

@@ -1,185 +1,20 @@
 name: bayes_rules
 channels:
-  - defaults
   - conda-forge
 dependencies:
-  - _libgcc_mutex=0.1
-  - _openmp_mutex=4.5
-  - anyio=3.5.0
-  - argon2-cffi=21.3.0
-  - argon2-cffi-bindings=21.2.0
-  - asttokens=2.0.5
-  - attrs=21.4.0
-  - babel=2.9.1
-  - backcall=0.2.0
-  - blas=1.0
-  - bleach=4.1.0
-  - bottleneck=1.3.2
-  - brotli=1.0.9
-  - brotlipy=0.7.0
-  - bzip2=1.0.8
-  - c-ares=1.18.1
-  - ca-certificates=2022.2.1
-  - certifi=2021.10.8
-  - cffi=1.15.0
-  - cftime=1.5.1.1
-  - charset-normalizer=2.0.4
-  - cryptography=36.0.0
-  - curl=7.80.0
-  - cycler=0.11.0
-  - dbus=1.13.18
-  - debugpy=1.5.1
-  - decorator=5.1.1
-  - defusedxml=0.7.1
-  - entrypoints=0.3
-  - executing=0.8.3
-  - expat=2.4.4
-  - fontconfig=2.13.1
-  - fonttools=4.25.0
-  - freetype=2.11.0
-  - giflib=5.2.1
-  - glib=2.69.1
-  - gst-plugins-base=1.14.0
-  - gstreamer=1.14.0
-  - hdf4=4.2.13
-  - hdf5=1.10.6
-  - icu=58.2
-  - idna=3.3
-  - importlib-metadata=4.8.2
-  - importlib_metadata=4.8.2
-  - intel-openmp=2021.4.0
-  - ipykernel=6.9.1
-  - ipython=8.1.1
-  - ipython_genutils=0.2.0
-  - jedi=0.18.1
-  - jinja2=3.0.3
-  - jpeg=9d
-  - json5=0.9.6
-  - jsonschema=3.2.0
-  - jupyter_client=7.1.2
-  - jupyter_core=4.9.2
-  - jupyter_server=1.13.5
-  - jupyterlab=3.3.2
-  - jupyterlab_pygments=0.1.2
-  - jupyterlab_server=2.10.3
-  - kiwisolver=1.3.2
-  - krb5=1.19.2
-  - lcms2=2.12
-  - ld_impl_linux-64=2.35.1
-  - libcurl=7.80.0
-  - libedit=3.1.20210910
-  - libev=4.33
-  - libffi=3.3
-  - libgcc-ng=11.2.0
-  - libgfortran-ng=7.5.0
-  - libgfortran4=7.5.0
-  - libgomp=11.2.0
-  - libnetcdf=4.8.1
-  - libnghttp2=1.46.0
-  - libpng=1.6.37
-  - libsodium=1.0.18
-  - libssh2=1.9.0
-  - libstdcxx-ng=9.3.0
-  - libtiff=4.2.0
-  - libuuid=1.0.3
-  - libwebp=1.2.2
-  - libwebp-base=1.2.2
-  - libxcb=1.14
-  - libxml2=2.9.12
-  - libzip=1.5.1
-  - lz4-c=1.9.3
-  - markupsafe=2.0.1
-  - matplotlib=3.5.1
-  - matplotlib-base=3.5.1
-  - matplotlib-inline=0.1.2
-  - mistune=0.8.4
-  - mkl=2021.4.0
-  - mkl-service=2.4.0
-  - mkl_fft=1.3.1
-  - mkl_random=1.2.2
-  - munkres=1.1.4
-  - nbclassic=0.3.5
-  - nbclient=0.5.11
-  - nbconvert=6.3.0
-  - nbformat=5.1.3
-  - ncurses=6.3
-  - nest-asyncio=1.5.1
-  - netcdf4=1.5.7
-  - notebook=6.4.8
-  - numexpr=2.8.1
-  - numpy=1.21.2
-  - numpy-base=1.21.2
-  - openssl=1.1.1n
-  - packaging=21.3
-  - pandas=1.4.1
-  - pandocfilters=1.5.0
-  - parso=0.8.3
-  - pcre=8.45
-  - pexpect=4.8.0
-  - pickleshare=0.7.5
-  - pillow=9.0.1
-  - pip=21.2.4
-  - prometheus_client=0.13.1
-  - prompt-toolkit=3.0.20
-  - ptyprocess=0.7.0
-  - pure_eval=0.2.2
-  - pycparser=2.21
-  - pygments=2.11.2
-  - pyopenssl=22.0.0
-  - pyparsing=3.0.4
-  - pyqt=5.9.2
-  - pyreadr=0.4.4
-  - pyrsistent=0.18.0
-  - pysocks=1.7.1
-  - python=3.9.7
-  - python-dateutil=2.8.2
-  - python_abi=3.9
-  - pytz=2021.3
-  - pyzmq=22.3.0
-  - qt=5.9.7
-  - readline=8.1.2
-  - requests=2.27.1
-  - scipy=1.7.3
-  - seaborn=0.11.2
-  - send2trash=1.8.0
-  - setuptools=58.0.4
-  - sip=4.19.13
-  - six=1.16.0
-  - sniffio=1.2.0
-  - sqlite=3.38.0
-  - stack_data=0.2.0
-  - terminado=0.13.1
-  - testpath=0.5.0
-  - tk=8.6.11
-  - tornado=6.1
-  - traitlets=5.1.1
-  - typing-extensions=3.10.0.2
-  - typing_extensions=3.10.0.2
-  - tzdata=2021e
-  - urllib3=1.26.8
-  - wcwidth=0.2.5
-  - webencodings=0.5.1
-  - websocket-client=0.58.0
-  - wheel=0.37.1
-  - xarray=0.20.1
-  - xz=5.2.5
-  - zeromq=4.3.4
-  - zipp=3.7.0
-  - zlib=1.2.11
-  - zstd=1.4.9
+  - python
+  - pandas
+  - requests
+  - pyreadr
+  - seaborn
+  - pip
+  - mkl-service
+  - scipy
+  - arviz
+  - ipykernel
+  - jupyterlab
+  - pre-commit
+  - black
   - pip:
-    - aeppl==0.0.27
-    - aesara==2.5.1
-    - arviz==0.11.4
-    - cachetools==5.0.0
-    - cloudpickle==2.0.0
-    - cons==0.4.5
-    - etuples==0.3.4
-    - fastprogress==1.0.2
-    - filelock==3.6.0
-    - logical-unification==0.4.5
-    - minikanren==1.0.3
-    - multipledispatch==0.6.0
-    - pymc==4.0.0b4
-    - toolz==0.11.2
-    - watermark==2.3.0
+    - watermark
+    - pymc==4.0.0b5