[skip changelog] Improve the README#525

Merged

masci merged 10 commits intomasterfrom

Dec 20, 2019

Commits on Dec 20, 2019

convert to rST
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fix emojis
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fix emojis 2
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downloads links in table
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refactored the walkthrough
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minor fix to cmd example
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slim down install instructions
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reword
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highlight deprecation notice
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missing verb
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