BC ALL
Saved by @kumar_praveen96

Barlow Twins: a new super-simple self-supervised method to train joint-embedding architectures (aka Siamese nets) non

 Basic idea: maximize the normalized correlation between a variable in the left branch and the same var in the right branch, while making the normalized cross-correlation between one var in the left branch and all other vars in the right branch as close to zero as possible.
2/N
In short: the loss tries to make the normalized cross-correlation between the embedding vectors coming out of the left branch and the right branch as close to the identity matrix as possible.
3/N
The 2 branches are always fed with differently-distorted version of the same image, and there is no need for dissimilar training pairs.

The objective makes the embedding vectors of the two branches as similar as possible, while maximizing their information content.
4/N
No contrastive samples, no huge batch size (optimal is 128), nor predictor, no moving-average weights, no vector quantization, nor cut gradients in one of the branches.
5/N
Competitive results on ImageNet with a linear classifier head.
Great results on semi-supervised ImageNet in the low labeled-data regime and on transfer tasks.
6/N
Results on ImageNet with linear classifier head
7/N
Results with 1% and 10% of ImagNet labeled images
8/N
Results on transfer tasks.
9/N
Arch is standard ResNet50 with 2048-D feature vec.
But contrary to others, the embedding size (projector output) is larger. The perf keeps going up as the embedding dim grows (we stopped at 16384).
Probably cause the feature vars are made independent, not just decorrelated.
10/N
Why Barlow? Horace Barlow was a pioneer of visual neuroscience who proposed the idea that the brain tries to minimize redundancy in representations.

By Jure Zbontar, Li Jing, Ishan Misra, yours truly, and Stéphane Deny.
All from FAIR.
To appear at ICML 2021
11/N
Don't you just hate slicing what would be a decent-size post into threaded thin tweets?
12/N
No, really. Don't you hate reading those long thread slices?
If you do, you could just read my Facebook post:
https://t.co/dQii7BEPQ5
13/N
N=13
Typo: optimal batch size is 1024, not 128.
14/13 (haha).

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Arif Hasan\U0001f1ee\U0001f1f3
Arif Hasan🇮🇳...
@arifhasan18
5 star RSI Strategy by @VishalMalkan

Unconventional approach of 60-40 RSI and range shift concept.

According to him,
whenever the market is bearish,
it won’t be able to cross 60,
and whenever in a bullish trend,
it won’t be able to cross 40.

Like & Retweet for Maximum Reach.

So, instead of the 70-30 Relative Strength Index,
we will use the 60-40 range for the RSI indicator for this strategy.

When the
Monthly and Weekly RSI>60,
& when the RSI takes support at 40 in the daily chart,
it may bounce back and most probably it will not go below 40.

If a bullish candle is formed at the 40 RSI level,
the prices may bounce back, and one can enter the stock.

The stoploss can be placed at the low of that bullish candlestick,
and the target can be the 60 RSI level.

When the
Monthly and Weekly RSI<40,
& when the RSI takes resistance at 60 in the daily chart,
it may bounce back and most probably it will not go above 60

If a bearish candle is formed at the 60 RSI level,
the prices may bounce back from there, & 1 can enter the stock 4 shorting

The stoploss can be placed at the high of that bearish candlestick, and the target can be the 40 RSI levels.

#banknifty

This range shift concept can be applied in any timeframe,
whether intraday, daily,weekly, etc.
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Vibhu Vashisth \U0001f1ee\U0001f1f3
Vibhu Vashisth 🇮🇳...
@VIBHU_Tweet
MAHARAJA CHHATRASAL BUNDELA was the great Bundela King who revolted against the Mughal ruler Aurangzeb.
Chhatrasal Bundela was born in year 1649 CE in Maur Hill of Bundela region to Champat Rai and Lal Kunwar. He was the descendent of Rudra Pratap of Orchha.


His ancesters were the vassals of Mughal Emperor. He drew inspiration from his father and revolted against the alien rule of Mughals. He was just 12 yrs old when his parents died in fight against the Mughal Army of Aurangzeb in 1661.

When his beloved father attained martyrdom in the year 166, the young Chatrasal was present in the last battle of his father against the Mughal and from these valiant campaigns,..

..he gathered the courage to free Bundelkhand from Aurangzeb’s rule.
He joined the Mughals initially, and was recommended by the Rajput King Mirza Jai Singh to be recruited in the Mughal Army in order to support their Deccan Campaigns.


But serving the alien rule of Mughals which brought chaos and misery to Bundelkhand was unacceptable for Chatrasal Bundela and his father’s incessant struggle against the Mughals kept the fire of independent Bundelkhand alive in his heart.
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Aditya Todmal
Aditya Todmal
@AdityaTodmal
Master Thread of all my threads!

Hello!! 👋

• I have curated some of the best tweets from the best traders we know of.

• Making one master thread and will keep posting all my threads under this.

• Go through this for super learning/value totally free of cost! 😃

1. 7 FREE OPTION TRADING COURSES FOR


2. THE ABSOLUTE BEST 15 SCANNERS EXPERTS ARE USING

Got these scanners from the following accounts:

1. @Pathik_Trader
2. @sanjufunda
3. @sanstocktrader
4. @SouravSenguptaI
5. @Rishikesh_ADX


3. 12 TRADING SETUPS which experts are using.

These setups I found from the following 4 accounts:

1. @Pathik_Trader
2. @sourabhsiso19
3. @ITRADE191
4.


4. Curated tweets on HOW TO SELL STRADDLES.

Everything covered in this thread.
1. Management
2. How to initiate
3. When to exit straddles
4. Examples
5. Videos on
OPTION SELLING , OPTIONSTRATEGIES , CATEGORY
Colby Kultgen
Colby Kultgen
@thecolbykultgen
The 7 Habits of Highly Effective People has sold more than 40 million copies.

Don't have time to read it?
—No worries.

Here are the 7 key lessons you should apply:


Habit #1 — BE PROACTIVE

It all starts with action.

Rather than being "reactive" (externally influenced).
Focus on being "proactive" (initiative-taking).

This puts you in firm control of your life.


Habit #2 — BEGIN WITH THE END IN MIND

"No wind is favorable if one does not know to which port one is sailing."

I use this goal-setting system to stay on track myself:

Who do I want to be --> Monthly goal to achieve it? --> Daily action to reach that goal?

I update weekly.


Habit #3 — FIRST THINGS FIRST

Knowing the work that moves the needle is half the battle.

The Eisenhower Matrix can come in handy here:

Urgent + Important - Do it
Important + Not urgent - Schedule it
Urgent + Not important - Delegate it
Not urgent + Not important - Delete it


Habit #4 — THINK WIN-WIN

Always strive to find a mutually beneficial solution.

How to:
- Be as objective as possible
- Try to see from their perspective
- Determine what a "win" truly means for both parties
- Work to find the best solution for both parties
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Buzz Chronicles
Buzz Chronicles
@buzz_chronicles
@SaveToBookmarks Salut! Pleasure is mine. Original tweet by @AchuthArora: "@FitFounder @buzz_chronicles @rattibha @SaveToBookmarks save as Workouts". Enjoy 👉

Hola! You can find it here. Original tweet by @SaveToBookmarks: "@AchuthArora @FitFounder @buzz_chronicles @rattibha Thanks bro!

This tweet has ...". Enjoy 👌
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Billy Bostickson \U0001f3f4\U0001f441&\U0001f441 \U0001f193
Billy Bostickson 🏴👁&👁 ...
@BillyBostickson
@EricTopol @NBA @StephenKissler @yhgrad B.1.1.7 reveals clearly that SARS-CoV-2 is reverting to its original pre-outbreak condition, i.e. adapted to transgenic hACE2 mice (either Baric's BALB/c ones or others used at WIV labs during chimeric bat coronavirus experiments aimed at developing a pan betacoronavirus vaccine)

@NBA @StephenKissler @yhgrad 1. From Day 1, SARS-COV-2 was very well adapted to humans .....and transgenic hACE2 Mice


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@NBA @StephenKissler @yhgrad B.1.1.7 has an unusually large number of genetic changes, ... found to date in mouse-adapted SARS-CoV2 and is also seen in ferret infections.
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@NBA @StephenKissler @yhgrad We adapted a clinical isolate of SARS-CoV-2 by serial passaging in the ... Thus, this mouse-adapted strain and associated challenge model should be ... (B) SARS-CoV-2 genomic RNA loads in mouse lung homogenates at P0 to P6.
https://t.co/I90OOCJg7o
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Elon Musk\u2019s Meme \U0001f171\ufe0fot
Elon Musk’s Meme 🅱️ot...
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foone
foone
@Foone
It is 2018 and this error message is a mistake from 1974.
This limitation, which is still found in the very latest Windows 10, dates back to BEFORE STAR WARS. This bug is as old as Watergate.


When this was developed, nothing had UPC codes yet because they'd just been invented.
Back when this mistake was made, There was only one Phone Company, because they hadn't been broken up yet. Ted Bundy was still on the loose. Babe Ruth's home run record was about to fall.

When this bug was developed, Wheel of Fortune hadn't yet aired. No one had seen Rocky Horror. Steven Spielberg was still a little-known directory of TV films and one box-office disappointment. SNL hadn't aired yet. The Edmund Fitzgerald was still hauling iron ore.

WHEN THIS STUPID MISFEATURE WAS INVENTED, THE GODFATHER PART II HAD JUST OPENED IN THEATERS.

So, why does this happen? So Unix (which was only 5 years old at this point) had the good idea of "everything is a file" which mean you could do things like write to sockets, pipes, the console, etc with the same commands and instructions.
TECH
V\u0936\u0941\u0926\u094d\u0927\u093f
Vशुद्धि...
@V_Shuddhi
The first ever world map was sketched thousands of years ago by Indian saint
“Ramanujacharya” who simply translated the following verse from Mahabharat and gave the world its real face

In Mahabharat,it is described how 'Maharishi Ved Vyasa' gave away his divine vision to Sanjay


Dhritarashtra's charioteer so that he could describe him the events of the upcoming war.

But, even before questions of war could begin, Dhritarashtra asked him to describe how the world looks like from space.

This is how he described the face of the world:

सुदर्शनं प्रवक्ष्यामि द्वीपं तु कुरुनन्दन। परिमण्डलो महाराज द्वीपोऽसौ चक्रसंस्थितः॥
यथा हि पुरुषः पश्येदादर्शे मुखमात्मनः। एवं सुदर्शनद्वीपो दृश्यते चन्द्रमण्डले॥ द्विरंशे पिप्पलस्तत्र द्विरंशे च शशो महान्।

—वेद व्यास, भीष्म पर्व, महाभारत


Meaning:-

हे कुरुनन्दन ! सुदर्शन नामक यह द्वीप चक्र की भाँति गोलाकार स्थित है, जैसे पुरुष दर्पण में अपना मुख देखता है, उसी प्रकार यह द्वीप चन्द्रमण्डल में दिखायी देता है। इसके दो अंशो मे पीपल और दो अंशो मे विशाल शश (खरगोश) दिखायी देता है।


Meaning: "Just like a man sees his face in the mirror, so does the Earth appears in the Universe. In the first part you see leaves of the Peepal Tree, and in the next part you see a Rabbit."

Based on this shloka, Saint Ramanujacharya sketched out the map, but the world laughed
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Jaya_Upadhyaya
Jaya_Upadhyaya
@Jayalko1
SRI SWETHA VINAYAGAR, THIRUVALANCHUZHI, KUMBAKONAM
(TN)
#bharatmandir

While main deity is Shiva as Kapartheeswarar, the kshetram is famous for Ganesha, known as Swetha/Vellai Vinayagar (white Vinayak)

During samudra manthan, Vasuki snake (used as rope) started spewing venom.


Unable to bear the intense heat, Devas rushed to Siva. He told them that this was because the task was started without getting Ganesha’s approval.
So the Devas created a Ganesha murti from white sea foam and worshipped it.
It was later taken by Indra to Indralok.
@GunduHuDuGa


But once Indra had to come to Earth to pray to Shiva to seek relief from a curse inflicted on him. So he brought the murti of Ganesha with him. When he came here, he wanted to take bath before puja. So he gave the murti to a boy to hold for sometime. The boy was actually Shiva.


He kept the murti down and vanished. Indra could not lift it again and a divine voice told him to let Vinayagar stay there and visit every Ganesh Chaturthi to pray.
Since Vinayagar is made of foam, no abhishekam is done here. Only punugu is applied n camphor powder is sprinkled
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