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| artificial_intelligence [2019/09/11 20:02] – [2. Neural Networks] garyrust | artificial_intelligence [2019/09/11 22:29] (current) – [1. TensorFlow] garyrust |
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| [[Programming_and_Computing|Programming and Computing]] | [[Programming and Computing]]\\ |
| | [[Neural Networks]] \\ |
| | |
| | ===== - TensorFlow ===== |
| | **[[Artificial_Intelligence#top|Top]]**\\ |
| | https://www.tensorflow.org/ - http://deeplearning.net/software_links/ \\ |
| | http://n6xre.duckdns.org:8000/wikipedia_en_all_novid_2017-08/A/TensorFlow.html \\ |
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| | <iframe width="800" height="800" src="http://n6xre.duckdns.org:8000/wikipedia_en_all_novid_2017-08/A/TensorFlow.html" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen></iframe> |
| | </html> \\ |
| | **[[Artificial_Intelligence#top|Top]]**\\ |
| | https://www.youtube.com/channel/UC0rqucBdTuFTjJiefW5t-IQ/ \\ |
| | <html> |
| | <iframe width="560" height="315" src="https://www.youtube.com/embed/videoseries?list=UU0rqucBdTuFTjJiefW5t-IQ" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen></iframe> |
| | </html> \\ |
| | **[[Artificial_Intelligence#top|Top]]**\\ |
| | [[https://youtu.be/inN8seMm7UI|Get started with Google Colaboratory (Coding TensorFlow)]] \\ |
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| | <iframe width="560" height="315" src="https://www.youtube.com/embed/inN8seMm7UI" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe> |
| | </html> \\ |
| | **[[https://colab.research.google.com/notebooks/welcome.ipynb|Welcome to Colaboratory!]]** \\ |
| | Want to get started with Google Colaboratory? In this episode of Coding TensorFlow, \\ |
| | Software Engineer, Jake VanderPlas breaks down exactly what you need to get started \\ |
| | with Colab. Colaboratory is a free Jupyter notebook environment that requires no \\ |
| | setup, and runs entirely (writing, running, & sharing code) on the Cloud. Watch to \\ |
| | learn more, and subscribe to get notified for the next Colab series episode, that \\ |
| | focuses on the use of TensorFlow in Colab! \\ |
| | |
| | Google Colabs: An easy way to learn & use TensorFlow blog post → https://bit.ly/2CR7vTr \\ |
| | |
| | Get started with Colab now → https://bit.ly/2t2JwMJ \\ |
| | Google Colab FAQ → https://bit.ly/2B6UFjO \\ |
| | |
| | TensorFlow in Google Colaboratory Playlist → https://bit.ly/2RCIaC5 \\ |
| | |
| | Watch more Coding TensorFlow → https://bit.ly/Coding-TensorFlow \\ |
| | Subscribe to the TensorFlow YouTube channel → https://bit.ly/TensorFlow1 \\ |
| | **[[Artificial_Intelligence#top|Top]]**\\ |
| | [[http://n6xre.duckdns.org:8080/dokuwiki/pdf/TensorFlow.pdf|TensorFlow.pdf]] \\ |
| | {{obj:noreference 60%,800 > http://n6xre.duckdns.org:8080/dokuwiki/pdf/TensorFlow.pdf}} \\ |
| |
| ===== - Artificial Intelligence 101: How to get started ===== | ===== - Artificial Intelligence 101: How to get started ===== |
| |
| **[[Artificial_Intelligence#top|Top]]**\\ | **[[Artificial_Intelligence#top|Top]]**\\ |
| * Python - [[https://www.youtube.com/watch?v=oy4GOI9vn5M|Python Crash Course For Beginners]] = 1:07 Youtube (setting up eclipse & programming) | Python - [[https://youtu.be/rfscVS0vtbw|Python Crash Course For Beginners]] = 4:26:51 Youtube \\ |
| | <html> |
| | <iframe width="560" height="315" src="https://www.youtube.com/embed/rfscVS0vtbw" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe> |
| | </html> \\ |
| |
| * [[https://www.edx.org/course/introduction-to-computer-science-and-programming-using-python|Introduction to Computer Science and Programming Using Python]] - Free edX Course - 9 weeks - 14 to 16 hours per week | * [[https://www.edx.org/course/introduction-to-computer-science-and-programming-using-python|Introduction to Computer Science and Programming Using Python]] - Free edX Course - 9 weeks - 14 to 16 hours per week |
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| |
| ===== - Neural Networks ===== | |
| |
| | ===== - OpenAI GPT-2: An Almost Too Good Text Generator ===== |
| **[[Artificial_Intelligence#top|Top]]**\\ | **[[Artificial_Intelligence#top|Top]]**\\ |
| [[https://www.youtube.com/watch?v=Ul0Gilv5wvY|Phase-Functioned Neural Networks for Character Control]]\\ | https://youtu.be/8ypnLjwpzK8 \\ |
| <html> | |
| <iframe width="560" height="315" src="https://www.youtube.com/embed/Ul0Gilv5wvY" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe> | |
| </html>\\ | |
| **[[https://www.youtube.com/watch?v=aircAruvnKk&list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi|But what *is* a Neural Network? | Chapter 1, deep learning playlist]]**\\ | |
| <html> | |
| <iframe width="560" height="315" src="https://www.youtube.com/embed/videoseries?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen></iframe> | |
| </html> \\ | |
| [[https://www.youtube.com/watch?v=IHZwWFHWa-w|Gradient descent, how neural networks learn | Chapter 2, deep learning]]\\ | |
| <html> | <html> |
| <iframe width="560" height="315" src="https://www.youtube.com/embed/IHZwWFHWa-w" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe> | <iframe width="560" height="315" src="https://www.youtube.com/embed/8ypnLjwpzK8" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe> |
| </html>\\ | </html>\\ |
| |
| ===== - TensorFlow ===== | |
| **[[Artificial_Intelligence#top|Top]]**\\ | |
| https://www.tensorflow.org/ \\ | |
| TensorFlow.pdf | |
| {{obj:noreference 60%,800 > http://n6xre.duckdns.org:8080/dokuwiki/pdf/TensorFlow.pdf}} \\ | |
| ===== - OpenAI GPT-2: An Almost Too Good Text Generator ===== | |
| https://youtu.be/8ypnLjwpzK8 \\ | |
| **[[Artificial_Intelligence#top|Top]]**\\ | |
| <html><youtube></html>https://youtu.be/8ypnLjwpzK8<html></youtube></html>\\ | |
| **[[Artificial_Intelligence#top|Top]]**\\ | **[[Artificial_Intelligence#top|Top]]**\\ |
| **[[https://openai.com/blog/better-language-models/|Better Language Models and Their Implications]]**\\ | **[[https://openai.com/blog/better-language-models/|Better Language Models and Their Implications]]**\\ |
| **[[Artificial_Intelligence#top|Top]]**\\ | **[[Artificial_Intelligence#top|Top]]**\\ |
| **[[https://youtu.be/0n95f-eqZdw|OpenAI Text Generator]]**\\ | **[[https://youtu.be/0n95f-eqZdw|OpenAI Text Generator]]**\\ |
| <html><youtube></html>https://youtu.be/0n95f-eqZdw<html></youtube></html>\\ | <html> |
| | <iframe width="560" height="315" src="https://www.youtube.com/embed/0n95f-eqZdw" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe> |
| | </html>\\ |
| **[[Artificial_Intelligence#top|Top]]**\\ | **[[Artificial_Intelligence#top|Top]]**\\ |
| **[[https://youtu.be/n_UlVuFAzbU|OpenAI GPT2 Language Models are Unsupervised Multitask Learners]]**\\ | **[[https://youtu.be/n_UlVuFAzbU|OpenAI GPT2 Language Models are Unsupervised Multitask Learners]]**\\ |
| **TDLS Trending Paper - 1:29:32**\\ | **TDLS Trending Paper - 1:29:32**\\ |
| <html><youtube></html>https://youtu.be/n_UlVuFAzbU<html></youtube></html>\\ | <html> |
| | <iframe width="560" height="315" src="https://www.youtube.com/embed/n_UlVuFAzbU" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe> |
| | </html>\\ |
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