From d92d8abcc7dbfa104e71817168f06d5c2943ce2c Mon Sep 17 00:00:00 2001
From: Ryan <ryan@localhost.localdomain>
Date: Fri, 7 Jan 2022 12:24:45 -0500
Subject: [PATCH] retrain with new versions of ml libraries

---
 networkml/trained_models/host_footprint.json  | 35755 ++++++++--------
 .../trained_models/host_footprint_scaler.mod  |   Bin 13523 -> 13523 bytes
 requirements.txt                              |     6 +-
 3 files changed, 18443 insertions(+), 17318 deletions(-)

diff --git a/networkml/trained_models/host_footprint.json b/networkml/trained_models/host_footprint.json
index d11d0fcd..d83b8d37 100644
--- a/networkml/trained_models/host_footprint.json
+++ b/networkml/trained_models/host_footprint.json
@@ -3,17340 +3,18464 @@
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+  "n_iter_": 56,
+  "n_layers_": 5,
   "n_outputs_": 12,
   "out_activation_": "softmax",
   "_label_binarizer": {
@@ -17370,6 +18494,7 @@
     "epsilon": 1e-08,
     "hidden_layer_sizes": [
       64,
+      32,
       32
     ],
     "learning_rate": "constant",
diff --git a/networkml/trained_models/host_footprint_scaler.mod b/networkml/trained_models/host_footprint_scaler.mod
index 42c135fa09eed8780965696c45dff8fe43d382b8..fe8a2afced683c535be8dde80c7124ad12e17008 100644
GIT binary patch
delta 13
Ucmcbdc{y{#ITKc+DWyqz05G5h`v3p{

delta 13
Ucmcbdc{y{#ITKdHDWyqz05F>c`Tzg`

diff --git a/requirements.txt b/requirements.txt
index 91d06af7..c74d6e38 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,8 +2,8 @@ cython==0.29.26
 humanize==3.13.1
 joblib==1.1.0
 netaddr==0.8.0
-numpy==1.21.3
-pandas==1.3.4
+numpy==1.22.0
+pandas==1.3.5
 pbr==5.8.0
 pyshark==0.4.3
-scikit-learn==1.0.1
+scikit-learn==1.0.2