Ever heard of Autoencoders?

The first time I saw a Neural Network with more output neurons than in the hidden layers, I couldn't figure how it would work?!

#DeepLearning #MachineLearning
Here's a little something about them: 🧵👇

Can we control the output of neural generation systems?
Can we build a better chatbot using this control?
And what makes a good conversation anyway?

Check out the blog post for our NAACL paper:

https://t.co/UAAUxSeA0L

#AI #NLProc #DeepLearning #ConversationalAI @facebookai

This post got a little delayed since the paper's publication, but the intervening time has given me an opportunity to reflect.

So this post has some extra thoughts regarding more recent NLG developments - e.g., pretrained models like GPT(2), and the suitability of beam search.

Rig Ved 1.36.7

To do a Namaskaar or bow before someone means that you are humble or without pride and ego. This means that we politely bow before you since you are better than me. Pranipaat(प्राणीपात) also means the same that we respect you without any vanity.

1/9

Surrendering False pride is Namaskaar. Even in devotion or bhakti we say the same thing. We want to convey to Ishwar that we have nothing to offer but we leave all our pride and offer you ourselves without any pride in our body. You destroy all our evil karma.

2/9

We bow before you so that you assimilate us and make us that capable. Destruction of our evils and surrender is Namaskaar. Therefore we pray same thing before and after any big rituals.

3/9

तं घे॑मि॒त्था न॑म॒स्विन॒ उप॑ स्व॒राज॑मासते ।
होत्रा॑भिर॒ग्निं मनु॑षः॒ समिं॑धते तिति॒र्वांसो॒ अति॒ स्रिधः॑॥

Translation :

नमस्विनः - To bow.

स्वराजम् - Self illuminating.

तम् - His.

घ ईम् - Yours.

इत्था - This way.

उप - Upaasana.

आसते - To do.

स्त्रिधः - For enemies.

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अति तितिर्वांसः - To defeat fast.

मनुषः - Yajman.

होत्राभिः - In seven numbers.

अग्निम् - Agnidev.

समिन्धते - Illuminated on all sides.

Explanation : Yajmans bow(do Namaskaar) before self illuminating Agnidev by making the offerings of Havi.

5/9

Made by NickHintonn 2 apr. 2018

Here’s a thread about The Black Tom explosion: a terrorist attack on American soil and major event in US history. However, no one has heard of it and I believe it’s proof that our timeline may be changing.

On July 30th, 1916, in Jersey City, German agents destroyed American ammunition supplies by setting them on fire. The incident is famous for causing damage to the Statue of Liberty.

The fires caused the ammunition supplies to explode, lodging fragments in buildings miles away including the Statue of Liberty and the clock tower of The Jersey Journal, stopping the clock at 2:12 am.

The explosion caused windows to shatter as far as 25 miles away, including thousands in lower Manhattan. Some window panes in Times Square were shattered. Even stained glass windows in St. Patrick's Church were destroyed.

The explosion was so strong is registered as a 5.5 earthquake on the Richter scale. It could be felt as far away as Philadelphia. The explosion cracked the outer wall of Jersey City's City Hall and the Brooklyn Bridge was shaken. People as far away as Maryland were woken up.

THREAD:

80 Films with the biggest Plot Twists that will blow your mind.

1. Fight Club

2. Predestination

3. Seven

4. Requiem for a Dream

Knowledge & Bharat : Part V

The Curriculum of Vedic Education :
According to the Ancient Indian theory of education, the training of the mind & the process of thinking, are essential for the acquisition of knowledge.

#Thread

Vedic Education System delivered outstanding results.  These were an outcome of the context in which it functioned.  Understanding them is critical in the revival of such a system in modern times. 
The Shanthi Mantra spells out the context of the Vedic Education System.

It says:

ॐ सह नाववतु ।
सह नौ भुनक्तु ।
सह वीर्यं करवावहै ।
तेजस्वि नावधीतमस्तु मा विद्विषावहै ।
ॐ शान्तिः शान्तिः शान्तिः ॥

“Aum. May we both (the guru and disciples) together be protected. May we both be nourished and enriched. May we both bring our hands together and work

with great energy, strength and enthusiasm from the space of powerfulness. May our study and learning together illuminate both with a sharp, absolute light of higher intelligence. So be it.”

The students started the recitation of the Vedic hymns in early hours of morning.

The chanting of Mantras had been evolved into the form of a fine art. Special attention was paid to the correct pronunciation of words, Pada or even letters. The Vedic knowledge was imparted by the Guru or the teacher to the pupil through regulated and prescribed pronunciation,