@makemytrendview

My simple Approach towards Breakout trading :

1. Scan stocks on the basis of FTDB Scanner.

2. Buy stocks with EMA-9> EMA-21> EMA-63 > EMA 200 & Volume 200% up

3. maximum SL of 1.25X ( ATR )

4. I do breakout trading only in Nifty -500 stocks

#StockMarket
#trading
#Nifty

Important paper from Google on large batch optimization. They do impressively careful experiments measuring # iterations needed to achieve target validation error at various batch sizes. The main "surprise" is the lack of surprises. [thread]

https://t.co/7QIx5CFdfJ

The paper is a good example of lots of elements of good experimental design. They validate their metric by showing lots of variants give consistent results. They tune hyperparamters separately for each condition, check that optimum isn't at the endpoints, and measure sensitivity.

They have separate experiments where the hold fixed # iterations and # epochs, which (as they explain) measure very different things. They avoid confounds, such as batch norm's artificial dependence between batch size and regularization strength.

When the experiments are done carefully enough, the results are remarkably consistent between different datasets and architectures. Qualitatively, MNIST behaves just like ImageNet.

Importantly, they don't find any evidence for a "sharp/flat optima" effect whereby better optimization leads to worse final results. They have a good discussion of experimental artifacts/confounds in past papers where such effects were reported.

Thread: *Post-Liberal reading list*
1/ Religion and the Rise of Capitalism - R.H. Tawney
Unto This Last - John Ruskin
Liberty, Equality, Fraternity - James Fitzjames Stephen
The Great Transformation - Karl Polanyi
The Quest for Community - Robert Nisbet

2/ Family and Civilisation - Carle C. Zimmerman
Science, Politics and Gnosticism - Eric Voegelin
Liberty Before Liberalism - Quentin Skinner
The Great Debate - Yuval Levin
Lincoln and the Politics of Christian Love - Grant Havers
Where We Are - Roger Scruton

3/ The Humane Vision of Wendell Berry - Various
The Unsettling of America - Wendell Berry
Moral Matters - Mark Dooley
Red Tory - Phillip Blond
Blue Labour - Eds. Ian Geary and Adrian Pabst
Together for the Common Good - Eds. Nicholas Sagovsky & Peter McGrail

4/ The Politics of Virtue - John Milbank & Adrian Pabst
Localism in a Mass Age - Eds. Mark T. Mitchell & Jason Peters
The Antimodern Condition - Peter King
The Principle of Duty - David Selbourne
Nostalgia - Anthony Esolen
A Common Human Ground - Claes G. Ryn

5/ The Politics of Gratitude - Mark T. Mitchell
A Time to Build - Yuval Levin
Remaking One Nation - Nick Timothy
Despised - Paul Embery
Defending Identity - Natan Sharansky
Between Kin and Cosmopolis - Nigel Biggar
The Virtue of Nationalism - Yoram Hazony

I am reading through reams of late-1920s communist poetry and easily my favourite title so far is: "To a Lady who Rejected a Poem about Spring as a Petit-Bourgeois Deviation"

The last lines:
"So here's my hat into the air,
Three cheers for your amazing hair,
For coal mines, and for turbines, too,
For steel, the Comintern and you!"

A not exactly graceful (though possibly satirical) title: "Lines Disassociating Myself from Yessenin and Supporting the Otherwise Unfounded Legend that I am a Foremost Proletarian Writer"

An excerpt:
"Goodbye verses of Yessenin
Goodbye literary slop-
You are not the line of Lenin
You are not the line of WAPP

Never shall I moan a
simple lyric from the heart
I'll devote my new corona
to the proletarian art"

The poet was Joseph Freeman, who published much of his revolutionary verse in the New Masses, a stylish journal of the interwar American literary Left.