diff --git a/environment.yml b/environment.yml
index cd64c90c9f2520adb0faf34d8732d6717ff79ed4..1cf6b87ef106ef1ac35d5111499298999f9d84f2 100644
--- a/environment.yml
+++ b/environment.yml
@@ -1,27 +1,28 @@
-name: deeplearning2
+name: fidle
 channels:
   - defaults
 dependencies:
   - _libgcc_mutex=0.1=main
   - _tflow_select=2.1.0=gpu
-  - absl-py=0.8.1=py37_0
+  - absl-py=0.9.0=py37_0
   - astor=0.8.0=py37_0
   - attrs=19.3.0=py_0
   - backcall=0.1.0=py37_0
   - blas=1.0=mkl
-  - bleach=3.1.0=py_0
+  - bleach=3.1.0=py37_0
   - blosc=1.16.3=hd408876_0
   - bzip2=1.0.8=h7b6447c_0
   - c-ares=1.15.0=h7b6447c_1001
-  - ca-certificates=2019.11.27=0
+  - ca-certificates=2020.1.1=0
+  - cairo=1.14.12=h8948797_3
   - certifi=2019.11.28=py37_0
-  - cloudpickle=1.2.2=py_0
+  - cloudpickle=1.3.0=py_0
   - cudatoolkit=10.0.130=0
-  - cudnn=7.6.4=cuda10.0_0
+  - cudnn=7.6.5=cuda10.0_0
   - cupti=10.0.130=0
   - cycler=0.10.0=py37_0
   - cytoolz=0.10.1=py37h7b6447c_0
-  - dask-core=2.9.0=py_0
+  - dask-core=2.10.1=py_0
   - dbus=1.13.12=h746ee38_0
   - decorator=4.4.1=py_0
   - defusedxml=0.6.0=py_0
@@ -29,41 +30,46 @@ dependencies:
   - expat=2.2.6=he6710b0_0
   - fontconfig=2.13.0=h9420a91_0
   - freetype=2.9.1=h8a8886c_1
+  - fribidi=1.0.5=h7b6447c_0
   - gast=0.2.2=py37_0
   - glib=2.63.1=h5a9c865_0
   - gmp=6.1.2=h6c8ec71_1
   - google-pasta=0.1.8=py_0
+  - graphite2=1.3.13=h23475e2_0
+  - graphviz=2.40.1=h21bd128_2
   - grpcio=1.16.1=py37hf8bcb03_1
   - gst-plugins-base=1.14.0=hbbd80ab_1
   - gstreamer=1.14.0=hb453b48_1
-  - h5py=2.9.0=py37h7918eee_0
+  - h5py=2.10.0=py37h7918eee_0
+  - harfbuzz=1.8.8=hffaf4a1_0
   - hdf5=1.10.4=hb1b8bf9_0
   - icu=58.2=h9c2bf20_1
   - imageio=2.6.1=py37_0
-  - importlib_metadata=1.3.0=py37_0
-  - intel-openmp=2019.4=243
-  - ipykernel=5.1.3=py37h39e3cac_0
-  - ipython=7.10.2=py37h39e3cac_0
+  - importlib_metadata=1.5.0=py37_0
+  - intel-openmp=2020.0=166
+  - ipykernel=5.1.4=py37h39e3cac_0
+  - ipython=7.12.0=py37h5ca1d4c_0
   - ipython_genutils=0.2.0=py37_0
-  - jedi=0.15.1=py37_0
-  - jinja2=2.10.3=py_0
+  - jedi=0.16.0=py37_0
+  - jinja2=2.11.1=py_0
   - joblib=0.14.1=py_0
   - jpeg=9b=h024ee3a_2
-  - json5=0.8.5=py_0
+  - json5=0.9.1=py_0
   - jsonschema=3.2.0=py37_0
   - jupyter_client=5.3.4=py37_0
   - jupyter_core=4.6.1=py37_0
-  - jupyterlab=1.2.4=pyhf63ae98_0
+  - jupyterlab=1.2.6=pyhf63ae98_0
   - jupyterlab_server=1.0.6=py_0
   - keras-applications=1.0.8=py_0
   - keras-preprocessing=1.1.0=py_1
   - kiwisolver=1.1.0=py37he6710b0_0
+  - ld_impl_linux-64=2.33.1=h53a641e_7
   - libedit=3.1.20181209=hc058e9b_0
   - libffi=3.2.1=hd88cf55_4
   - libgcc-ng=9.1.0=hdf63c60_0
   - libgfortran-ng=7.3.0=hdf63c60_0
   - libpng=1.6.37=hbc83047_0
-  - libprotobuf=3.11.2=hd408876_0
+  - libprotobuf=3.11.3=hd408876_0
   - libsodium=1.0.16=h1bed415_0
   - libstdcxx-ng=9.1.0=hdf63c60_0
   - libtiff=4.1.0=h2733197_0
@@ -74,62 +80,66 @@ dependencies:
   - lzo=2.10=h49e0be7_2
   - markdown=3.1.1=py37_0
   - markupsafe=1.1.1=py37h7b6447c_0
-  - matplotlib=3.1.1=py37h5429711_0
+  - matplotlib=3.1.3=py37_0
+  - matplotlib-base=3.1.3=py37hef1b27d_0
   - mistune=0.8.4=py37h7b6447c_0
-  - mkl=2019.4=243
+  - mkl=2020.0=166
   - mkl-service=2.3.0=py37he904b0f_0
   - mkl_fft=1.0.15=py37ha843d7b_0
   - mkl_random=1.1.0=py37hd6b4f25_0
-  - mock=3.0.5=py37_0
-  - more-itertools=8.0.2=py_0
+  - mock=4.0.1=py_0
+  - more-itertools=8.2.0=py_0
   - nbconvert=5.6.1=py37_0
-  - nbformat=4.4.0=py37_0
+  - nbformat=5.0.4=py_0
   - ncurses=6.1=he6710b0_1
   - networkx=2.4=py_0
-  - notebook=6.0.2=py37_0
-  - numexpr=2.7.0=py37h9e4a6bb_0
-  - numpy=1.17.4=py37hc1035e2_0
-  - numpy-base=1.17.4=py37hde5b4d6_0
-  - olefile=0.46=py_0
-  - openssl=1.1.1d=h7b6447c_3
+  - notebook=6.0.3=py37_0
+  - numexpr=2.7.1=py37h423224d_0
+  - numpy=1.18.1=py37h4f9e942_0
+  - numpy-base=1.18.1=py37hde5b4d6_1
+  - olefile=0.46=py37_0
+  - openssl=1.1.1d=h7b6447c_4
   - opt_einsum=3.1.0=py_0
-  - pandas=0.25.3=py37he6710b0_0
+  - pandas=1.0.1=py37h0573a6f_0
   - pandoc=2.2.3.2=0
   - pandocfilters=1.4.2=py37_1
-  - parso=0.5.2=py_0
+  - pango=1.42.4=h049681c_0
+  - parso=0.6.1=py_0
   - patsy=0.5.1=py37_0
   - pcre=8.43=he6710b0_0
-  - pexpect=4.7.0=py37_0
+  - pexpect=4.8.0=py37_0
   - pickleshare=0.7.5=py37_0
-  - pillow=6.2.1=py37h34e0f95_0
-  - pip=19.3.1=py37_0
+  - pillow=7.0.0=py37hb39fc2d_0
+  - pip=20.0.2=py37_1
+  - pixman=0.38.0=h7b6447c_0
   - prometheus_client=0.7.1=py_0
-  - prompt_toolkit=3.0.2=py_0
-  - protobuf=3.11.2=py37he6710b0_0
+  - prompt_toolkit=3.0.3=py_0
+  - protobuf=3.11.3=py37he6710b0_0
   - ptyprocess=0.6.0=py37_0
+  - pydot=1.4.1=py37_0
   - pygments=2.5.2=py_0
-  - pyparsing=2.4.5=py_0
+  - pyparsing=2.4.6=py_0
   - pyqt=5.9.2=py37h05f1152_2
-  - pyrsistent=0.15.6=py37h7b6447c_0
+  - pyrsistent=0.15.7=py37h7b6447c_0
   - pytables=3.6.1=py37h71ec239_0
-  - python=3.7.5=h0371630_0
+  - python=3.7.6=h0371630_2
   - python-dateutil=2.8.1=py_0
   - pytz=2019.3=py_0
   - pywavelets=1.1.1=py37h7b6447c_0
-  - pyzmq=18.1.0=py37he6710b0_0
+  - pyzmq=18.1.1=py37he6710b0_0
   - qt=5.9.7=h5867ecd_1
   - readline=7.0=h7b6447c_5
-  - scikit-image=0.15.0=py37he6710b0_0
-  - scikit-learn=0.22=py37hd81dba3_0
-  - scipy=1.3.2=py37h7c811a0_0
-  - seaborn=0.9.0=pyh91ea838_1
+  - scikit-image=0.16.2=py37h0573a6f_0
+  - scikit-learn=0.22.1=py37hd81dba3_0
+  - scipy=1.4.1=py37h0b6359f_0
+  - seaborn=0.10.0=py_0
   - send2trash=1.5.0=py37_0
-  - setuptools=42.0.2=py37_0
+  - setuptools=45.2.0=py37_0
   - sip=4.19.8=py37hf484d3e_0
-  - six=1.13.0=py37_0
+  - six=1.14.0=py37_0
   - snappy=1.1.7=hbae5bb6_3
-  - sqlite=3.30.1=h7b6447c_0
-  - statsmodels=0.10.1=py37hdd07704_0
+  - sqlite=3.31.1=h7b6447c_0
+  - statsmodels=0.11.0=py37h7b6447c_0
   - tensorboard=2.0.0=pyhb38c66f_1
   - tensorflow=2.0.0=gpu_py37h768510d_0
   - tensorflow-base=2.0.0=gpu_py37h0ec5d1f_0
@@ -140,17 +150,15 @@ dependencies:
   - testpath=0.4.4=py_0
   - tk=8.6.8=hbc83047_0
   - toolz=0.10.0=py_0
-  - tornado=6.0.3=py37h7b6447c_0
+  - tornado=6.0.3=py37h7b6447c_3
   - traitlets=4.3.3=py37_0
-  - wcwidth=0.1.7=py37_0
+  - wcwidth=0.1.8=py_0
   - webencodings=0.5.1=py37_1
   - werkzeug=0.16.0=py_0
-  - wheel=0.33.6=py37_0
+  - wheel=0.34.2=py37_0
   - wrapt=1.11.2=py37h7b6447c_0
   - xz=5.2.4=h14c3975_4
   - zeromq=4.3.1=he6710b0_3
-  - zipp=0.6.0=py_0
+  - zipp=2.2.0=py_0
   - zlib=1.2.11=h7b6447c_3
   - zstd=1.3.7=h0b5b093_0
-prefix: /home/pjluc/anaconda3/envs/deeplearning2
-