PolyU IT Support for Research Apr 2020 Page-1 Notes for install Keras on Anaconda3: For some machines, you might find difficulties by following the official document of installing Keras for installed called “rstudio”. A) Click “Open Terminal”: PolyU IT Support for Research Apr 2020 Page-2 B) The terminal as shown, input the following commands one by one using this prompt: defining the model and layers model <- keras_model_sequential() PolyU IT Support for Research Apr 2020 Page-3 model %>% layer_dense(units = 256, activation = 'relu', #Fully connected units

@saadparwaiz1 • @saucoide 7.18 4.9.2 (2020-11-10) 7.18.1 Enhancements • Use vendored tqdm in conda.resolve for better consistency (#10337) 7.18. 4.9.2 (2020-11-10) 251 conda Documentation, Release (#10347) 7.18.4 Contributors • @chenghlee • @csoja • @dylanmorroll • @sscherfke 7.19 4.9.1 (2020-10-26) 7.19.1 Enhancements • Respect PEP 440 ~= “compatible release” clause (#10313) 7.19.2 Bug Add if exist to Windows registry hook (#10305) 7.19.3 Contributors • @mingwandroid 7.20 4.9.0 (2020-10-19) 7.20.1 Enhancements • Add osx-arm64 as a recognized platform (#10128, #10134, #10137) •

@giladmaya • @jamesmyatt • @mingwandroid • @opoplawski • @saadparwaiz1 • @saucoide 7.15 4.9.2 (2020-11-10) 7.15.1 Enhancements • Use vendored tqdm in conda.resolve for better consistency (#10337) (#10347) 7.15.4 Contributors • @chenghlee • @csoja • @dylanmorroll • @sscherfke 7.16 4.9.1 (2020-10-26) 7.16.1 Enhancements • Respect PEP 440 ~= “compatible release” clause (#10313) 7.16.2 Bug Add if exist to Windows registry hook (#10305) 7.16.3 Contributors • @mingwandroid 7.17 4.9.0 (2020-10-19) 7.17.1 Enhancements • Add osx-arm64 as a recognized platform (#10128, #10134, #10137) •

@saadparwaiz1 • @saucoide 6.23 4.9.2 (2020-11-10) 6.23.1 Enhancements • Use vendored tqdm in conda.resolve for better consistency (#10337) 6.23. 4.9.2 (2020-11-10) 623 conda, Release 23.7.4.dev7 (#10347) 6.23.4 Contributors • @chenghlee • @csoja • @dylanmorroll • @sscherfke 6.24 4.9.1 (2020-10-26) 6.24.1 Enhancements • Respect PEP 440 ~= “compatible release” clause (#10313) 6.24.2 Bug Add if exist to Windows registry hook (#10305) 6.24.3 Contributors • @mingwandroid 6.25 4.9.0 (2020-10-19) 6.25.1 Enhancements • Add osx-arm64 as a recognized platform (#10128, #10134, #10137) •

@giladmaya • @jamesmyatt • @mingwandroid • @opoplawski • @saadparwaiz1 • @saucoide 6.24 4.9.2 (2020-11-10) 6.24.1 Enhancements • Use vendored tqdm in conda.resolve for better consistency (#10337) (#10347) 6.24.4 Contributors • @chenghlee • @csoja • @dylanmorroll • @sscherfke 6.25 4.9.1 (2020-10-26) 6.25.1 Enhancements • Respect PEP 440 ~= “compatible release” clause (#10313) 6.25.2 Bug Add if exist to Windows registry hook (#10305) 6.25.3 Contributors • @mingwandroid 6.26 4.9.0 (2020-10-19) 6.26.1 Enhancements • Add osx-arm64 as a recognized platform (#10128, #10134, #10137) •

@giladmaya • @jamesmyatt • @mingwandroid • @opoplawski • @saadparwaiz1 • @saucoide 4.4.25 4.9.2 (2020-11-10) Enhancements • Use vendored tqdm in conda.resolve for better consistency (#10337) 196 Chapter repositories (#10347) Contributors • @chenghlee • @csoja • @dylanmorroll • @sscherfke 4.4.26 4.9.1 (2020-10-26) Enhancements • Respect PEP 440 ~= “compatible release” clause (#10313) Bug fixes • Remove (#10298) • Add if exist to Windows registry hook (#10305) Contributors • @mingwandroid 4.4.27 4.9.0 (2020-10-19) Enhancements • Add osx-arm64 as a recognized platform (#10128, #10134, #10137) • Resign

@giladmaya • @jamesmyatt • @mingwandroid • @opoplawski • @saadparwaiz1 • @saucoide 4.4.26 4.9.2 (2020-11-10) Enhancements • Use vendored tqdm in conda.resolve for better consistency (#10337) 198 Chapter repositories (#10347) Contributors • @chenghlee • @csoja • @dylanmorroll • @sscherfke 4.4.27 4.9.1 (2020-10-26) Enhancements • Respect PEP 440 ~= “compatible release” clause (#10313) Bug fixes • Remove (#10298) • Add if exist to Windows registry hook (#10305) Contributors • @mingwandroid 4.4.28 4.9.0 (2020-10-19) Enhancements • Add osx-arm64 as a recognized platform (#10128, #10134, #10137) • Resign

@giladmaya • @jamesmyatt • @mingwandroid • @opoplawski • @saadparwaiz1 • @saucoide 4.4.29 4.9.2 (2020-11-10) Enhancements • Use vendored tqdm in conda.resolve for better consistency (#10337) 4.4. Release repositories (#10347) Contributors • @chenghlee • @csoja • @dylanmorroll • @sscherfke 4.4.30 4.9.1 (2020-10-26) Enhancements • Respect PEP 440 ~= “compatible release” clause (#10313) Bug fixes • Remove (#10298) • Add if exist to Windows registry hook (#10305) Contributors • @mingwandroid 4.4.31 4.9.0 (2020-10-19) Enhancements • Add osx-arm64 as a recognized platform (#10128, #10134, #10137) • Resign

@giladmaya • @jamesmyatt • @mingwandroid • @opoplawski • @saadparwaiz1 • @saucoide 4.4.30 4.9.2 (2020-11-10) Enhancements • Use vendored tqdm in conda.resolve for better consistency (#10337) 4.4. Release repositories (#10347) Contributors • @chenghlee • @csoja • @dylanmorroll • @sscherfke 4.4.31 4.9.1 (2020-10-26) Enhancements • Respect PEP 440 ~= “compatible release” clause (#10313) Bug fixes • Remove (#10298) • Add if exist to Windows registry hook (#10305) Contributors • @mingwandroid 4.4.32 4.9.0 (2020-10-19) Enhancements • Add osx-arm64 as a recognized platform (#10128, #10134, #10137) • Resign

@giladmaya • @jamesmyatt • @mingwandroid • @opoplawski • @saadparwaiz1 • @saucoide 4.4.31 4.9.2 (2020-11-10) Enhancements • Use vendored tqdm in conda.resolve for better consistency (#10337) 4.4. Release repositories (#10347) Contributors • @chenghlee • @csoja • @dylanmorroll • @sscherfke 4.4.32 4.9.1 (2020-10-26) Enhancements • Respect PEP 440 ~= “compatible release” clause (#10313) Bug fixes • Remove (#10298) • Add if exist to Windows registry hook (#10305) Contributors • @mingwandroid 4.4.33 4.9.0 (2020-10-19) Enhancements • Add osx-arm64 as a recognized platform (#10128, #10134, #10137) • Resign