Welcome new followers, I trade options for a living. This is master thread.

My short interview with fyers -
https://t.co/4gJGvJqUSk

An alt approach to trading breakouts in high IV env -
https://t.co/KCanqfojfz

Don't fall prey to seminars (Part

Enough Jaw Jaw, this is War!
1. People's Justice Courts to be set up worldwide
2. Citizens' arrests of all Identified Suspects
3. Lab Inspections
3. Harsh interrogation using MKULTRA
4. Public Show Trials video streamed live
5. Cross Questioning of suspects via Twitter & Zoom
6.

A growing list of suspects to be interrogated

Foul Traitors, Charlatans, Frauds, Bat Molesters! Frankensteins, Well Poisoners, Plotters, Deceivers!
Dr. Shipmans, Saboteurs, Devils in White Coats!

Organisations to be Investigated
WIV
Wuhan University IMA
WIBP
WCDC
BEIJING IPB
Nanjing Military Lab
SinoPharm
BARDA
NIH
EMERGENT BIOSOLUTIONS
BIOPORT
GILEAD
SIAC
QTEL
USAMRIID
FORT DETRICK
DARPA
DTRA
Metbiota
ONE HEALTH
GVP
ECOHEALTH
MITRE
BATTELLE
TUNNELL
LAURIMA GOV SERVICES

Suspects (1)
China
Zhengli Shi
Peng Zhou
George Gao
Deyin Guo
Major General Chen Wei
United States
ALEX AZAR
JONNA MAZET
ALISON O’TOOLE
ANTHONY FAUCI
BOYD YOUNT
DAVID FRANZ
DAVID KARESH
DENNIS CARROLL
DYLAN GEORGE
GEORGE PAINTER
IAN LIPKIN
JENS KUHN
JEROME HAUER
JONATHAN EPSTEIN

Sri Mridanga Saileswari Temple Muzhakkunnu, Kannur KERALA

The temple is established by Parasurama and it is one among 108 Durga temples.
Devi will answer all the prayers of her devotees who pray to her with utmost devotion lighting the ghee deepam.

It is the family diety of Kerala Varma Pazhassi Raja.
Devi is present in three forms Kali, Saraswati and Lakshmi.

Legend...👇
Once a Mridungam ( musical instrument) shaped rock fell from heaven here.
@SriramKannan77

Devi originated in the form of Mridangam and Parasurama captivated the essence of Devi into a Vigraham. Vigraham is made of Panchaloham.
Kathakali, an art form of Kerala originated here.

Temple Vigraham was stolen 3-4 times, but because of power of Devi all the attempts were failure. Police records says that Whenever the thieves try to steal, they lose their senses, and they will be in a confused state. So they will abandon the idol.
🕉

SHAKTA DHARMA AND THEIR ACHARYAS

Śhākta or Shakti or Devi pooja is not a new upasana. It is being carried out right from the time of Vedic period. Puran's tell us that Rishi Vashishth would worship Tara devi. Parshuram ji worshipped Tripura devi,

Agastya learned the secrets of Shri Vidya from Vishnu ji in Hayagriva avtaar. Bhagwan Ram, Laxman and Krishna too learned the tantrik vidya. Even Rig Ved 7.103.5 Sayan Bhasya also mentions about Śhākta/शाक्त(शाक्तस्येव शक्तिमतः).

Then we find that in the Harrappan excavations many figurines depicting Shakti were found. So in that age too, which was supposedly an urban city shakti was being worshipped. So naturally this tradition would be prevalent in rural areas too.

It is wrong to say that shakti puja originated from Bengal although it was popular there. Matsyendranath received this vidya from Maheshwari herself in Kamrup. We know that Shakti pooja is practised all over India.

Not much is known about the Śhākta saints in other parts of India in the middle ages.

Adi Shankaracharya wrote Pramanech saar named book on tantra and Anand lahri book on Devi strotras. Then there were Acharya Shankar, Bhaskar Rai, Laxman, Deshikendra, Raghav Bhatt, Krishnand,

THE NOTICEABLE SIGNS OBSERVED ON IMPENDING DEATH(मृत्यु के संकेत या चिन्ह)

As per Skanda Puran, Kartikeya had narrated to Muni Agastya about the signs of the coming death. This is as per this ancient scripture.

If one experiences the air coming out of right nostril continuously then it is observed that the person dies within three years. If the breathing is continuous towards upper side from both the nostrils, then the person can die within two three days.

If the breathing is through the mouth instead of the nostrils then the person may live only for two days. The person should take into coignance these signs of the occurance of any sudden death.

As per astrology when the Surya is in the 7th house and Chandrama is in its own house and the breathing is only through the right nostril then the danger exists. If you see a yellow black coloured figure who becomes invisible immediately then the life span is limited to 2 years.

If any person sneezes, passes urine, stool and semen all together he has only a year more to live. If a person sees blue coloured snakes flying in the sky then he has only six more months to live. If a person sees any thing opposite to its real self like colours

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.