com/AnacondaRecipes/ openblas-feedstock/blob/ae5af5e/recipe/meta.yaml#L100 Fundamentally, conda’s model of mutual exclusivity relies on the package name. OpenBLAS and MKL are obviously not the same package about build strings and package naming conventions. Learn more about package specifications and meta- data. For example, if you want to install llvmlite 0.31.0dev0 on Python 3.7.8, you would enter: conda 1. Downloading and processing index metadata. 2. Reducing the index. 3. Expressing the package data and constraints as a SAT problem. 4. Running the solver. 5. Downloading and extracting packages

com/AnacondaRecipes/ openblas-feedstock/blob/ae5af5e/recipe/meta.yaml#L100 Fundamentally, conda’s model of mutual exclusivity relies on the package name. OpenBLAS and MKL are obviously not the same package about build strings and package naming conventions. Learn more about package specifications and meta- data. For example, if you want to install llvmlite 0.31.0dev0 on Python 3.7.8, you would enter: conda 1. Downloading and processing index metadata. 2. Reducing the index. 3. Expressing the package data and constraints as a SAT problem. 4. Running the solver. 5. Downloading and extracting packages

conda install -c conda-forge r-keras C) Open the RStudio and run the following deep learning model to check the installation works: library(keras) mnist <- dataset_mnist() train_images <- mnist$train$x mnist$train$x train_labels <- mnist$train$y test_images <- mnist$test$x test_labels <- mnist$test$y #data structure checking str(train_images) str(train_labels) str(test_images) str(test_labels) to_categorical(test_labels, 10) # defining the model and layers model <- keras_model_sequential() PolyU IT Support for Research Apr 2020 Page-3 model %>% layer_dense(units = 256, activation

Distribution Anaconda Distribution is a full featured installer that comes with a suite of packages for data science, as well as Anaconda Navigator, a GUI application for working with conda environments. Miniforge following: (/absolute/path/to/envs) $ This can result in long prefixes: (/Users/USER_NAME/research/data-science/PROJECT_NAME/envs) $ To remove this long prefix in your shell prompt, modify the env_prompt just released a new version (dependency version number update). • you need an additional package for data analysis (add a new dependency). • you have found a better package and no longer need the older package

Distribution Anaconda Distribution is a full featured installer that comes with a suite of packages for data science, as well as Anaconda Navigator, a GUI application for working with conda environments. Miniforge following: (/absolute/path/to/envs) $ This can result in long prefixes: (/Users/USER_NAME/research/data-science/PROJECT_NAME/envs) $ To remove this long prefix in your shell prompt, modify the env_prompt just released a new version (dependency version number update). • you need an additional package for data analysis (add a new dependency). • you have found a better package and no longer need the older package

Distribution Anaconda Distribution is a full featured installer that comes with a suite of packages for data science, as well as Anaconda Navigator, a GUI application for working with conda environments. Miniforge following: (/absolute/path/to/envs) $ This can result in long prefixes: (/Users/USER_NAME/research/data-science/PROJECT_NAME/envs) $ To remove this long prefix in your shell prompt, modify the env_prompt just released a new version (dependency version number update). • you need an additional package for data analysis (add a new dependency). • you have found a better package and no longer need the older package

Distribution Anaconda Distribution is a full featured installer that comes with a suite of packages for data science, as well as Anaconda Navigator, a GUI application for working with conda environments. Miniforge following: (/absolute/path/to/envs) $ This can result in long prefixes: (/Users/USER_NAME/research/data-science/PROJECT_NAME/envs) $ To remove this long prefix in your shell prompt, modify the env_prompt just released a new version (dependency version number update). • you need an additional package for data analysis (add a new dependency). • you have found a better package and no longer need the older package

Distribution Anaconda Distribution is a full featured installer that comes with a suite of packages for data science, as well as Anaconda Navigator, a GUI application for working with conda environments. Miniforge following: (/absolute/path/to/envs) $ This can result in long prefixes: (/Users/USER_NAME/research/data-science/PROJECT_NAME/envs) $ To remove this long prefix in your shell prompt, modify the env_prompt just released a new version (dependency version number update). • you need an additional package for data analysis (add a new dependency). • you have found a better package and no longer need the older package

com/AnacondaRecipes/ openblas-feedstock/blob/ae5af5e/recipe/meta.yaml#L100 Fundamentally, conda’s model of mutual exclusivity relies on the package name. OpenBLAS and MKL are obviously not the same package about build strings and package naming conventions. Learn more about package specifications and meta- data. For example, if you want to install llvmlite 0.31.0dev0 on Python 3.7.8, you would enter: conda 1. Downloading and processing index metadata. 2. Reducing the index. 3. Expressing the package data and constraints as a SAT problem. 4. Running the solver. 5. Downloading and extracting packages

com/AnacondaRecipes/ openblas-feedstock/blob/ae5af5e/recipe/meta.yaml#L100 Fundamentally, conda’s model of mutual exclusivity relies on the package name. OpenBLAS and MKL are obviously not the same package about build strings and package naming conventions. Learn more about package specifications and meta- data. For example, if you want to install llvmlite 0.31.0dev0 on Python 3.7.8, you would enter: conda 1. Downloading and processing index metadata. 2. Reducing the index. 3. Expressing the package data and constraints as a SAT problem. 4. Running the solver. 5. Downloading and extracting packages