33## ML Frameworks
44# pytorch is installed via conda
55# TODO: 2.3.1 version uses tensorboard 2.4.0 with bug with relativ pathes
6+ # keras: comes preinstalled with tenserflow 2.x
67intel-tensorflow==2.3.0 # TensorFlow is an open source machine learning framework for everyone.
7- keras==2.4.3 # Deep Learning for humans
88xgboost==1.2.1 # Scalable, Portable and Distributed Gradient Boosting
99scikit-learn==0.23.2 # A set of python modules for machine learning and data mining
1010statsmodels==0.12.1 # Statistical modeling and econometrics in Python
@@ -29,10 +29,14 @@ fire==0.3.1 # A library for automatically generating command line interfaces.
2929patsy==0.5.1 # A Python package for describing statistical models and for building design matrices.
3030pandas-profiling==2.9.0 # Generate profile report for pandas DataFrame
3131tensorboardX==2.1 # TensorBoardX lets you watch Tensors Flow without Tensorflow
32- boto3==1.16.28 # The AWS SDK for Python
32+ boto3==1.16.32 # The AWS SDK for Python
3333better-exceptions==0.2.2 # Pretty and helpful exceptions, automatically
3434networkx==2.5 # Python package for creating and manipulating graphs and networks
3535prometheus-client==0.9.0 # Python client for the Prometheus monitoring system.
3636typer==0.3.2 # Typer, build great CLIs. Easy to code. Based on Python type hints.
3737numba==0.52.0 # Compiling Python code using LLVM
3838numexpr==2.7.1 # Fast numerical expression evaluator for NumPy
39+ python-language-server==0.36.1 # Python Language Server for the Language Server Protocol
40+ pyls-mypy==0.1.8 # Mypy linter for the Python Language Server
41+ pyls-isort==0.2.0 # Isort plugin for python-language-server
42+ pyls-black==0.4.6 # Black plugin for the Python Language Server
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