Merge remote-tracking branch 'origin/main' into dev_1.6.2

Author: Beat Buesser

.github/workflows/ci-deepspeech-v2.yml

@@ -25,8 +25,8 @@ jobs:
     container: minhitbk/art_testing_envs:deepspeech_v2
     steps:
       - name: Checkout Repo
-        uses: actions/checkout@v2
+        uses: actions/checkout@v2.3.4
       - name: Run Test Action
         uses: ./.github/actions/deepspeech-v2
       - name: Upload coverage to Codecov
-        uses: codecov/codecov-action@v1
+        uses: codecov/codecov-action@v1.5.0

.github/workflows/ci-lingvo.yml

@@ -36,9 +36,9 @@ jobs:
     name: Run ${{ matrix.name }} Tests
     steps:
       - name: Checkout Repo
-        uses: actions/checkout@v2
+        uses: actions/checkout@v2.3.4
       - name: Setup Python
-        uses: actions/setup-python@v2
+        uses: actions/setup-python@v2.2.2
         with:
           python-version: ${{ matrix.python }}
       - name: Pre-install Lingvo ASR
@@ -60,4 +60,4 @@ jobs:
       - name: Run ${{ matrix.name }} Tests
         run: ./run_tests.sh ${{ matrix.framework }}
       - name: Upload coverage to Codecov
-        uses: codecov/codecov-action@v1
+        uses: codecov/codecov-action@v1.5.0

.github/workflows/ci-mxnet.yml

@@ -59,9 +59,9 @@ jobs:
     name: Run ${{ matrix.name }} Tests
     steps:
       - name: Checkout Repo
-        uses: actions/checkout@v2
+        uses: actions/checkout@v2.3.4
       - name: Setup Python
-        uses: actions/setup-python@v2
+        uses: actions/setup-python@v2.2.2
         with:
           python-version: ${{ matrix.python }}
       - name: Install Dependencies
@@ -86,4 +86,4 @@ jobs:
       - name: Run ${{ matrix.name }} Tests
         run: ./run_tests.sh ${{ matrix.framework }}
       - name: Upload coverage to Codecov
-        uses: codecov/codecov-action@v1
+        uses: codecov/codecov-action@v1.5.0

.github/workflows/ci-pytorch-fasterrcnn.yml

@@ -26,9 +26,9 @@ jobs:
       fail-fast: false
     steps:
       - name: Checkout Repo
-        uses: actions/checkout@v2
+        uses: actions/checkout@v2.3.4
       - name: Setup Python
-        uses: actions/setup-python@v2
+        uses: actions/setup-python@v2.2.2
         with:
           python-version: 3.7
       - name: Install Dependencies
@@ -46,4 +46,4 @@ jobs:
       - name: Run Test Action
         run: pytest --cov-report=xml --cov=art --cov-append -q -vv tests/estimators/object_detection/test_pytorch_faster_rcnn.py --framework=pytorch --skip_travis=True --durations=0
       - name: Upload coverage to Codecov
-        uses: codecov/codecov-action@v1
+        uses: codecov/codecov-action@v1.5.0

.github/workflows/ci.yml

@@ -73,17 +73,17 @@ jobs:
             framework: scikitlearn
             scikit-learn: 0.23.2
             python: 3.8
-          - name: scikit-learn 0.24.1 (Python 3.8)
+          - name: scikit-learn 0.24.2 (Python 3.8)
             framework: scikitlearn
-            scikit-learn: 0.24.1
+            scikit-learn: 0.24.2
             python: 3.8
 
     name: ${{ matrix.name }}
     steps:
       - name: Checkout Repo
-        uses: actions/checkout@v2
+        uses: actions/checkout@v2.3.4
       - name: Setup Python
-        uses: actions/setup-python@v2
+        uses: actions/setup-python@v2.2.2
         with:
           python-version: ${{ matrix.python }}
       - name: Install Dependencies
@@ -133,4 +133,4 @@ jobs:
       - name: Run Tests
         run: ./run_tests.sh ${{ matrix.framework }}
       - name: Upload coverage to Codecov
-        uses: codecov/codecov-action@v1
+        uses: codecov/codecov-action@v1.5.0

.github/workflows/codeql-analysis.yml

@@ -30,7 +30,7 @@ jobs:
 
     steps:
     - name: Checkout repository
-      uses: actions/checkout@v2
+      uses: actions/checkout@v2.3.4
 
     # Initializes the CodeQL tools for scanning.
     - name: Initialize CodeQL

README-cn.md

@@ -15,6 +15,8 @@
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
 [![PyPI - Python Version](https://img.shields.io/pypi/pyversions/adversarial-robustness-toolbox)](https://pypi.org/project/adversarial-robustness-toolbox/)
 [![slack-img](https://img.shields.io/badge/chat-on%20slack-yellow.svg)](https://ibm-art.slack.com/)
+[![Downloads](https://pepy.tech/badge/adversarial-robustness-toolbox)](https://pepy.tech/project/adversarial-robustness-toolbox)
+[![Downloads](https://pepy.tech/badge/adversarial-robustness-toolbox/month)](https://pepy.tech/project/adversarial-robustness-toolbox)
 
 
 对抗性鲁棒性工具集（ART）是用于机器学习安全性的Python库。ART提供的工具可

README.md

@@ -15,6 +15,8 @@
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
 [![PyPI - Python Version](https://img.shields.io/pypi/pyversions/adversarial-robustness-toolbox)](https://pypi.org/project/adversarial-robustness-toolbox/)
 [![slack-img](https://img.shields.io/badge/chat-on%20slack-yellow.svg)](https://ibm-art.slack.com/)
+[![Downloads](https://pepy.tech/badge/adversarial-robustness-toolbox)](https://pepy.tech/project/adversarial-robustness-toolbox)
+[![Downloads](https://pepy.tech/badge/adversarial-robustness-toolbox/month)](https://pepy.tech/project/adversarial-robustness-toolbox)
 
 [中文README请按此处](README-cn.md)
 

requirements.txt

@@ -1,9 +1,9 @@
 # base
 numpy>=1.18.0
-scipy==1.6.2
-matplotlib==3.4.1
-scikit-learn>=0.22.2,<=0.24.1
-six==1.15.0
+scipy==1.6.3
+matplotlib==3.4.2
+scikit-learn>=0.22.2,<0.24.3
+six==1.16.0
 Pillow==8.2.0
 tqdm==4.60.0
 statsmodels==0.12.2
@@ -29,10 +29,10 @@ torch==1.8.1+cpu -f https://download.pytorch.org/whl/torch_stable.html
 torchaudio==0.8.1 -f https://download.pytorch.org/whl/torch_stable.html
 torchvision==0.9.1 -f https://download.pytorch.org/whl/torch_stable.html
 catboost==0.25.1
-GPy==1.9.9
+GPy==1.10.0
 lightgbm==3.2.1
-xgboost==1.4.1
-kornia~=0.5.0
+xgboost==1.4.2
+kornia~=0.5.1
 
 # Lingvo ASR dependencies
 # supported versions: (lingvo==0.6.4 with tensorflow-gpu==2.1.0)
@@ -41,9 +41,9 @@ kornia~=0.5.0
 #lingvo==0.6.4
 
 # other
-pytest~=6.2.3
+pytest~=6.2.4
 pytest-flake8~=1.0.7
-pytest-mock~=3.5.1
+pytest-mock~=3.6.1
 pytest-cov~=2.11.1
 codecov~=2.1.11
 requests~=2.25.1

setup.py

@@ -10,7 +10,7 @@
     "numpy>=1.18.0",
     "scipy>=1.4.1",
     "matplotlib",
-    "scikit-learn>=0.22.2,<=0.24.1",
+    "scikit-learn>=0.22.2,<0.24.3",
     "six",
     "setuptools",
     "Pillow",
@@ -33,7 +33,7 @@
     "numpy",
     "scipy>=1.4.1",
     "six>=1.13.0",
-    "scikit-learn>=0.22.2,<=0.24.1",
+    "scikit-learn>=0.22.2,<0.24.3",
     "Pillow>=6.0.0",
 ]