Deep Learning

From Deep Learning for the Life Sciences

Drug discovery is a time-consuming and expensive process; deep learning can make this process faster and cheaper. Drug discovery can be divided into three parts.

Machine learning problems are broadly divided into three subgroups: supervised learning, unsupervised learning, and reinforcement learning. Drug characteristics prediction can be stated as a supervised learning problem.

Input: Molecule
Output: The degree of a chemical property (toxicity) of the molecule

Drug discovery is an unsupervised learning process.

Let’s get started

Data collection: First of all, we need information on successful antiviral drugs. We can access the active ingredients of the…


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Thomas Bayes is a mathematician, philosopher, and priest. He mentioned Bayes’ theorem in his work, but did not publish it. The Naive Bayes method is also used in machine learning and is very successful in classifying spam mails.

People may have beliefs on any subject, such as the rain tomorrow, winning the lottery, getting high marks on the exam, economy, being struck by lightning.

People often behave intuitively. They do not apply directly to statistics or mathematics when making a decision. Although intuition can be biased and misleading, it often works.

You wouldn’t be surprised if you saw a cat…


Artificial Intelligence, Opinion, Physics

Photo by Josh Gordon on Unsplash

Machine learning changes almost every field nowadays and becomes an integral part of it. Machine learning is updating fields such as finance and biology, and physics seems to be the last castle to be surrounded.

Physics is a science that is governed by specific rules. In physics, the universe is a correctly functioning clock that can be predicted with rules (except for chaos and quantum mechanics). It is possible to determine the route of massive rockets or calculate an electron’s energy level at the atomic level.

Similar to machine learning, humans collect information about their environment and create physics models…


From

In this article, Nietzsche’s book Thus Spoke Zarathustra and why the main idea in the book is essential for humanity will be examined.
Humanity has passed through certain ages and reached the present day. Each generation has its own physical and cultural structures. The essential ideas and products of these eras are generally accepted by society from a single person, and then they change.

Although ideas are bulletproof, they can be affected by time and other ideas. Many pictures and products have to change over time. Zarathustra constants try to develop an idea that has no boundaries and authority, and…


Bu yazıda Nietzsche’nin kitabı olan Böyle Buyurdu Zerdüşt kitabı ve kitaptaki ana fikrin insanlık için neden önemli olduğu incelenecektir.

İnsanlık belli çağlardan geçerek günümüze ulaşmıştır. Her çağın kendine özel fiziksel ve kültürel yapıları bulunur. Bu çağlardaki önemli fikir ve ürünler genelde tek bir kişiden çıkıp toplum tarafından kabul edilir ve sonrasında değişim geçirirler.

Fikirlere kurşun işlemesede zaman ve diğer fikirlerden etkilenebilirler. Zaman karşısında çoğu fikir ve ürün değişmek zorunda kalır. Zerdüşt sabitleri, sınırları ve otoritesi olmayan bir fikir geliştirmeye çalışır ve bu şekilde eskime, yıkılma, güncellenme döngüsü kırılabilir. Bu fikirler ve değerler değişime ve güncellenmeye sürekli açıktır.

Bu nedenle zerdüşt’ün…


From

A meme is an idea, behavior, or style that spreads by means of imitation from person to person within a culture and often carries symbolic meaning representing a particular phenomenon or theme.. They are usually designed for entertainment purposes.

It is a word of Greek origin and means to imitate. Genes represent the transport and evolution of biological information, and memes represent cultural information.

This article will see the human personality types created by internet culture and how past philosophical inferences come back to life in a more entertaining and visualized way. Internet culture has created many different types of…


Memler bir fikir veya görselin internet ve özellikle sosyal medya ile zihinler arasında aktarımıdır. Genelde eğlence amacıyla tasarlanırlar. Yunanca kökenli bir kelimedir ve taklit etmek anlamı taşımaktadır.

Genler biyolojik bilginin, memler ise kültürel bilginin taşınmasını, ve evrimleşmesini temsil eder. Bu yazıda internet kültürü tarafından oluşturulmuş insan kişilik tiplerini ve geçmiş felsefi çıkarımların nasıl daha eğlenceli ve görselleşmiş bir şekilde tekrar hayata döndüğünü göreceğiz.

İnternet kültürü bir çok farklı insan tiplemesi yaratmıştır bunlardan bazıları; Boomer, Doomer, Bloomer, Zoomer gibidir.

Doomer


From

And if you gaze long enough into an abyss, the abyss will gaze back into you.”

People living in the current and new world order started to feel insecure and hopeless. Carl Jung noticed this and wrote the book “Modern man search for a soul.”

Jung shows the two main reasons that lead to the modern individual’s problems, and their main driving force is science. The disappearance of traditional beliefs with scientific progress and the loss of importance of the individual with the industrial revolution.

Scientific Progress and the Disappearance of Faith


Karanlığa uzun süre bakarsanız, karanlık da sizin içinize bakmaya başlar

Modern ve yeni dünya düzeninde yaşayan insan giderek, güvensiz ve umutsuz hissetmeye başlamıştır. Carl Jung bunu fark ederek “Modern man search for a soul” kitabını yazmıştır.

Jung modern bireyin problemlerine yol açan 2 temel nedeni gösterir ve bunların temel iticisi de aslında bilimdir. Bilimsel ilerleme ile geleneksel inançların kaybolması ve endüstri devrimi ile bireyin önemini kaybetmesi.

Bilimsel İlerleme Ve İnancın Kayboluşu


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Deep learning methods can solve many challenging problems today and are even more successful than humans. This article will see how artificial intelligence is getting stronger with processing power and how it is weakened by human knowledge.

Artificial intelligence started by taking the example of the human brain. Why not mimic it if we have a working sample? We can ask the question, why don’t planes fly like birds? If there is no biological version of flying, there may not be only biological examples of intelligence.

Over 70 years of research has taught machines to many challenging problems, from driving…

Ömer Özgür

Idealistic Scientific and Philosophical Writings

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