From a9cb450b288477f5cfd6aaba694ac1905d335603 Mon Sep 17 00:00:00 2001 From: Richard Michael Date: Sun, 22 Mar 2020 16:20:07 -0400 Subject: [PATCH 1/3] Update `setup.py` and add `requirements.txt` Changes to numpy and pandas since this code was originally written cause a `ValueError`, breaking an `assert` in the model comparison code. Appears due to numpy beginning to delegate to pandas for `.any()` (and other functions), which itself returns a Series instead of single boolean, resulting in error "Truth value of a Series is ambiguous". Pin numpy and pandas at the versions which work. Also add missing xlrd dependency, required during model training. Create `requirements.txt` for pip to give absolute dependency clarity and simplify installation. --- requirements.txt | 16 ++++++++++++++++ setup.py | 9 ++++++++- 2 files changed, 24 insertions(+), 1 deletion(-) create mode 100644 requirements.txt diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..a282544 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,16 @@ +backports.functools-lru-cache==1.6.1 +biopython==1.76 +cycler==0.10.0 +kiwisolver==1.1.0 +matplotlib==2.2.4 +nose==1.3.7 +numpy==1.14.5 +pandas==0.19.2 +pyparsing==2.4.6 +python-dateutil==2.8.1 +pytz==2019.3 +scikit-learn==0.17.1 +scipy==1.2.1 +six==1.14.0 +subprocess32==3.5.4 +xlrd==1.2.0 diff --git a/setup.py b/setup.py index 7fcea42..dca64a7 100755 --- a/setup.py +++ b/setup.py @@ -9,7 +9,14 @@ description=("Machine Learning-Based Predictive Modelling of CRISPR/Cas9 guide efficiency"), packages=["azimuth", "azimuth.features", "azimuth.models", "azimuth.tests"], package_data={'azimuth': ['saved_models/*.*']}, - install_requires=['scipy', 'numpy', 'matplotlib', 'nose', 'scikit-learn>=0.17.1,<0.18', 'pandas', 'biopython'], + install_requires=['scipy==1.2.1', + 'numpy==1.14.5', + 'matplotlib==2.2.4', + 'nose', + 'scikit-learn>=0.17.1,<0.18', + 'pandas==0.19.2', + 'biopython', + 'xlrd>=1.0.0'], license="BSD", # ext_modules=cythonize("ssk_cython.pyx"), ) From b408c096eebe1be87199fd3b1632b5adee40e0e5 Mon Sep 17 00:00:00 2001 From: Richard Michael Date: Tue, 24 Mar 2020 15:28:50 -0400 Subject: [PATCH 2/3] Bump to scikit-learn 0.18.1 --- requirements.txt | 2 +- setup.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/requirements.txt b/requirements.txt index a282544..1e7d03a 100644 --- a/requirements.txt +++ b/requirements.txt @@ -9,7 +9,7 @@ pandas==0.19.2 pyparsing==2.4.6 python-dateutil==2.8.1 pytz==2019.3 -scikit-learn==0.17.1 +scikit-learn==0.18.1 scipy==1.2.1 six==1.14.0 subprocess32==3.5.4 diff --git a/setup.py b/setup.py index dca64a7..a519605 100755 --- a/setup.py +++ b/setup.py @@ -13,7 +13,7 @@ 'numpy==1.14.5', 'matplotlib==2.2.4', 'nose', - 'scikit-learn>=0.17.1,<0.18', + 'scikit-learn==0.18.1', 'pandas==0.19.2', 'biopython', 'xlrd>=1.0.0'], From 8774f2bfb828db87c3b1393502dd1bb10a933ccc Mon Sep 17 00:00:00 2001 From: Richard Michael Date: Sun, 22 Mar 2020 20:32:05 -0400 Subject: [PATCH 3/3] Train and pickle models with scikit-learn 0.18.1 --- azimuth/saved_models/V3_model_full.pickle | Bin 135252 -> 137245 bytes azimuth/saved_models/V3_model_nopos.pickle | Bin 135380 -> 137373 bytes 2 files changed, 0 insertions(+), 0 deletions(-) mode change 100755 => 100644 azimuth/saved_models/V3_model_full.pickle mode change 100755 => 100644 azimuth/saved_models/V3_model_nopos.pickle diff --git a/azimuth/saved_models/V3_model_full.pickle b/azimuth/saved_models/V3_model_full.pickle old mode 100755 new mode 100644 index f37d98eeac5d3fc06cc289bc03190f6ddc81f7af..e41faeba25847fc1c83bbe74820cbaf4366abc96 GIT binary patch delta 38415 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