Machine Learning Projects with source code
in PythonЁЯШ▓

A thread ЁЯз╡ЁЯСЗ

1. HealthCure тАФ medical project тАФ 7 disease detections
https://t.co/u31O0VIOKc
2. Object Detection using SSD
https://t.co/gLWaxIBYBl
3. Social Distancing using YOLOv3
https://t.co/xubBulrySY
4. Wine Quality Prediction
https://t.co/cVgNV8Mti4
5. Face and eye detection in cv2 using Haarcascades
https://t.co/rW62SDuFg0
6. Movie Recommendation System
https://t.co/Ifg44IV1Za
7. Find the most dominant colors in an image using KMeans clustering

https://t.co/6egBYpD7Db
8. Bank Note Authentication using Random Forest
https://t.co/qXiOVGXT1f

More from All

https://t.co/6cRR2B3jBE
Viruses and other pathogens are often studied as stand-alone entities, despite that, in nature, they mostly live in multispecies associations called biofilmsтАФboth externally and within the host.

https://t.co/FBfXhUrH5d


Microorganisms in biofilms are enclosed by an extracellular matrix that confers protection and improves survival. Previous studies have shown that viruses can secondarily colonize preexisting biofilms, and viral biofilms have also been described.


...we raise the perspective that CoVs can persistently infect bats due to their association with biofilm structures. This phenomenon potentially provides an optimal environment for nonpathogenic & well-adapted viruses to interact with the host, as well as for viral recombination.


Biofilms can also enhance virion viability in extracellular environments, such as on fomites and in aquatic sediments, allowing viral persistence and dissemination.
MASTER THREAD on Short Strangles.

Curated the best tweets from the best traders who are exceptional at managing strangles.

тАв Positional Strangles
тАв Intraday Strangles
тАв Position Sizing
тАв How to do Adjustments
тАв Plenty of Examples
тАв When to avoid
тАв Exit Criteria

How to sell Strangles in weekly expiry as explained by boss himself. @Mitesh_Engr

тАв When to sell
тАв How to do Adjustments
тАв Exit


Beautiful explanation on positional option selling by @Mitesh_Engr
Sir on how to sell low premium strangles yourself without paying anyone. This is a free mini course in


1st Live example of managing a strangle by Mitesh Sir. @Mitesh_Engr

тАв Sold Strangles 20% cap used
тАв Added 20% cap more when in profit
тАв Booked profitable leg and rolled up
тАв Kept rolling up profitable leg
тАв Booked loss in calls
тАв Sold only


2nd example by @Mitesh_Engr Sir on converting a directional trade into strangles. Option Sellers can use this for consistent profit.

тАв Identified a reversal and sold puts

тАв Puts decayed a lot

тАв When achieved 2% profit through puts then sold
ЁЯМ║рд╢реНрд░реА рдЧрд░реБрдбрд╝ рдкреБрд░рд╛рдг - рд╕рдВрдХреНрд╖рд┐рдкреНрдд рд╡рд░реНрдгрдиЁЯМ║

рд╣рд┐рдиреНрджреБ рдзрд░реНрдо рдХреЗ 18 рдкреБрд░рд╛рдгреЛрдВ рдореЗрдВ рд╕реЗ рдПрдХ рдЧрд░реБрдбрд╝ рдкреБрд░рд╛рдг рдХрд╛ рд╣рд┐рдиреНрджреБ рдзрд░реНрдо рдореЗрдВ рдмрдбрд╝рд╛ рдорд╣рддреНрд╡ рд╣реИред рдЧрд░реБрдбрд╝ рдкреБрд░рд╛рдг рдореЗрдВ рдореГрддреНрдпреБ рдХреЗ рдмрд╛рдж рд╕рджреНрдЧрддреА рдХреА рд╡реНрдпрд╛рдЦреНрдпрд╛ рдорд┐рд▓рддреА рд╣реИред рдЗрд╕ рдкреБрд░рд╛рдг рдХреЗ рдЕрдзрд┐рд╖реНрдард╛рддреГ рджреЗрд╡ рднрдЧрд╡рд╛рди рд╡рд┐рд╖реНрдгреБ рд╣реИрдВ, рдЗрд╕рд▓рд┐рдП рдпреЗ рд╡реИрд╖реНрдгрд╡ рдкреБрд░рд╛рдг рд╣реИред


рдЧрд░реБрдбрд╝ рдкреБрд░рд╛рдг рдХреЗ рдЕрдиреБрд╕рд╛рд░ рд╣рдорд╛рд░реЗ рдХрд░реНрдореЛрдВ рдХрд╛ рдлрд▓ рд╣рдореЗрдВ рд╣рдорд╛рд░реЗ рдЬреАрд╡рди-рдХрд╛рд▓ рдореЗрдВ рддреЛ рдорд┐рд▓рддрд╛ рд╣реА рд╣реИ рдкрд░рдВрддреБ рдореГрддреНрдпреБ рдХреЗ рдмрд╛рдж рднреА рдЕрдЪреНрдЫреЗ рдмреБрд░реЗ рдХрд╛рд░реНрдпреЛрдВ рдХрд╛ рдЙрдирдХреЗ рдЕрдиреБрд╕рд╛рд░ рдлрд▓ рдорд┐рд▓рддрд╛ рд╣реИред рдЗрд╕ рдХрд╛рд░рдг рдЗрд╕ рдкреБрд░рд╛рдг рдореЗрдВ рдирд┐рд╣рд┐рдд рдЬреНрдЮрд╛рди рдХреЛ рдкреНрд░рд╛рдкреНрдд рдХрд░рдиреЗ рдХреЗ рд▓рд┐рдП рдШрд░ рдХреЗ рдХрд┐рд╕реА рд╕рджрд╕реНрдп рдХреА рдореГрддреНрдпреБ рдХреЗ рдмрд╛рдж рдХрд╛ рд╕рдордп рдирд┐рд░реНрдзрд╛рд░рд┐рдд рдХрд┐рдпрд╛ рдЧрдпрд╛ рд╣реИ...

..рддрд╛рдХрд┐ рдЙрд╕ рд╕рдордп рд╣рдо рдЬреАрд╡рди-рдорд░рдг рд╕реЗ рдЬреБрдбрд╝реЗ рд╕рднреА рд╕рддреНрдп рдЬрд╛рди рд╕рдХреЗрдВ рдФрд░ рдореГрддреНрдпреБ рдХреЗ рдХрд╛рд░рдг рдмрд┐рдЫрдбрдиреЗ рд╡рд╛рд▓реЗ рд╕рджрд╕реНрдп рдХрд╛ рджреБрдЦ рдХрдо рд╣реЛ рд╕рдХреЗред
рдЧрд░реБрдбрд╝ рдкреБрд░рд╛рдг рдореЗрдВ рд╡рд┐рд╖реНрдгреБ рдХреА рднрдХреНрддрд┐ рд╡ рдЕрд╡рддрд╛рд░реЛрдВ рдХрд╛ рд╡рд┐рд╕реНрддрд╛рд░ рд╕реЗ рдЙрд╕реА рдкреНрд░рдХрд╛рд░ рд╡рд░реНрдгрди рдорд┐рд▓рддрд╛ рд╣реИ рдЬрд┐рд╕ рдкреНрд░рдХрд╛рд░ рднрдЧрд╡рдд рдкреБрд░рд╛рдг рдореЗрдВредрдЖрд░рдореНрдн рдореЗрдВ рдордиреБ рд╕реЗ рд╕реГрд╖реНрдЯрд┐ рдХреА рдЙрддреНрдкрддреНрддрд┐,рдзреНрд░реБрд╡ рдЪрд░рд┐рддреНрд░ рдХреА рдХрдерд╛ рдорд┐рд▓рддреА рд╣реИред


рддрджреБрдкрд░рд╛рдВрдд рд╕реБрд░реНрдп рд╡ рдЪрдВрджреНрд░ рдЧреНрд░рд╣реЛрдВ рдХреЗ рдордВрддреНрд░, рд╢рд┐рд╡-рдкрд╛рд░реНрд╡рддреА рдордВрддреНрд░,рдЗрдиреНрджреНрд░ рд╕рдореНрдмрдВрдзрд┐рдд рдордВрддреНрд░,рд╕рд░рд╕реНрд╡рддреА рдордВрддреНрд░ рдФрд░ рдиреМ рд╢рдХреНрддрд┐рдпреЛрдВ рдХреЗ рдмрд╛рд░реЗ рдореЗрдВ рд╡рд┐рд╕реНрддрд╛рд░ рд╕реЗ рдмрддрд╛рдпрд╛ рдЧрдпрд╛ рд╣реИред
рдЗрд╕ рдкреБрд░рд╛рдг рдореЗрдВ рдЙрдиреНрдиреАрд╕ рд╣рдЬрд╝рд╛рд░ рд╢реНрд▓реЛрдХ рдмрддрд╛рдП рдЬрд╛рддреЗ рд╣реИрдВ рдФрд░ рдЗрд╕реЗ рджреЛ рднрд╛рдЧреЛрдВ рдореЗрдВ рдХрд╣рд╛ рдЬрд╛рддрд╛ рд╣реИред
рдкреНрд░рдердо рднрд╛рдЧ рдореЗрдВ рд╡рд┐рд╖реНрдгреБрднрдХреНрддрд┐ рдФрд░ рдкреВрдЬрд╛ рд╡рд┐рдзрд┐рдпреЛрдВ рдХрд╛ рдЙрд▓реНрд▓реЗрдЦ рд╣реИред

рдореГрддреНрдпреБ рдХреЗ рдЙрдкрд░рд╛рдВрдд рдЧрд░реБрдбрд╝ рдкреБрд░рд╛рдг рдХреЗ рд╢реНрд░рд╡рдг рдХрд╛ рдкреНрд░рд╛рд╡рдзрд╛рди рд╣реИ ред
рдкреБрд░рд╛рдг рдХреЗ рджреНрд╡рд┐рддреАрдп рднрд╛рдЧ рдореЗрдВ 'рдкреНрд░реЗрддрдХрд▓реНрдк' рдХрд╛ рд╡рд┐рд╕реНрддрд╛рд░ рд╕реЗ рд╡рд░реНрдгрди рдФрд░ рдирд░рдХреЛрдВ рдореЗрдВ рдЬреАрд╡ рдХреЗ рдкрдбрд╝рдиреЗ рдХрд╛ рд╡реГрддреНрддрд╛рдВрдд рдорд┐рд▓рддрд╛ рд╣реИред рдорд░рдиреЗ рдХреЗ рдмрд╛рдж рдордиреБрд╖реНрдп рдХреА рдХреНрдпрд╛ рдЧрддрд┐ рд╣реЛрддреА рд╣реИ, рдЙрд╕рдХрд╛ рдХрд┐рд╕ рдкреНрд░рдХрд╛рд░ рдХреА рдпреЛрдирд┐рдпреЛрдВ рдореЗрдВ рдЬрдиреНрдо рд╣реЛрддрд╛ рд╣реИ, рдкреНрд░реЗрдд рдпреЛрдирд┐ рд╕реЗ рдореБрдХреНрддрд┐ рдХреЗ рдЙрдкрд╛рдп...
1. Mini Thread on Conflicts of Interest involving the authors of the Nature Toilet Paper:
https://t.co/VUYbsKGncx
Kristian G. Andersen
Andrew Rambaut
Ian Lipkin
Edward C. Holmes
Robert F. Garry

2. Thanks to @newboxer007 for forwarding the link to the research by an Australian in Taiwan (not on

3. K.Andersen didn't mention "competing interests"
Only Garry listed Zalgen Labs, which we will look at later.
In acknowledgements, Michael Farzan, Wellcome Trust, NIH, ERC & ARC are mentioned.
Author affiliations listed as usual.
Note the 328 Citations!
https://t.co/nmOeohM89Q


4. Kristian Andersen (1)
Andersen worked with USAMRIID & Fort Detrick scientists on research, with Robert Garry, Jens Kuhn & Sina Bavari among


5. Kristian Andersen (2)
Works at Scripps Research Institute, which WAS in serious financial trouble, haemorrhaging 20 million $ a year.
But just when the first virus cases were emerging, they received great news.
They issued a press release dated November 27, 2019:

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The full story of || Dhruv ||

WeтАЩll see How Dhruv occupied a fixed position in the northern sky?

I repeat тАЬUntold Unsung now UnearthedтАЭ

Go through entire thread carefully.

OM NAMO BHAGWATE VAASUDEVAAY

RT & spread the knowledge.
Any questions use #AskPratz


.... continuing from previous thread/story

O prince! Thus concentrate on that omnipotent eternal Lord with the mantra - тАШOM NAMO BHAGWATE VAASUDEVAAYтАЩ .

https://t.co/H62ehDT3ix


The prince Dhruv greeted the sages and continued on his journey. At last, he reached a beautiful forest Madhuvan on the bank of the river Yamuna. It was the same forest, which was later occupied by a demon Madhu.


Shatrughana, the youngest brother of Sri Rama had killed demon Lavan, son of Madhu in the same forest & founded the township of Mathura. In the same forest, prince Dhruv decided to carry out his penance. As per the dictate of the sages, he began to recite the mantra continuously


Very soon, the earth began to move because of DhruvтАЩs severe penance. Even the seat of Indra could not remain stable. A stampede resulted among the gods. The gods then hatched a conspiracy to disturb the penance.
I think a plausible explanation is that whatever Corbyn says or does, his critics will denounce - no matter how much hypocrisy it necessitates.


Corbyn opposes the exploitation of foreign sweatshop-workers - Labour MPs complain he's like Nigel

He speaks up in defence of migrants - Labour MPs whinge that he's not listening to the public's very real concerns about immigration:

He's wrong to prioritise Labour Party members over the public:

He's wrong to prioritise the public over Labour Party