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index.Rmd
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---
title: "dyad x machina projects"
description: |
[two](http://dyadxmachina.com) [deep learning researchers](https://github.com/dyadxmachina/Applied-Deep-Learning-with-TensorFlow) focused on [mental](https://www.youtube.com/watch?v=9pr7j27G_TM) [health](https://www.youtube.com/watch?v=zqWrHaY6U9g), [biotechnology](https://www.media.mit.edu/groups/affective-computing/overview/), and [education](https://dyadxmachina.github.io/hub/deepedu.html).
site: radix::radix_website
---
## [Fanli Zheng (Christian)](https://anthrochristianramsey.tumblr.com) & [Haohan Wang](https://www.tumblr.com/blog/haohanwang)
Deep Learning Researchers using machine learning in the fields of mental health, education, and design.
We are currently both working with [Huberman Lab](http://www.hubermanlab.com/) (Stanford Department of Neurobiology) to understand anxiety and fear using deep learning techniques and designing methods at [IDEO](http://ideo.com) to augment the design thinking process by combining cognitive science, design research, with pattern recognition and machine learning techniques.
[NLP, Physiology, Neuro, Vision, Phenotyping, Affective Computing, CogSci, x Human Behaviour]
Themes:
- **From objects to human constructs**
> from classifying the number of people in a photo or the types of animal to seeing the amount of "gratitude" or frustration levels shown in a video)
- **From rational humans to the full human being**
> from looking at humans through utlity theory, basic demography to taking in the full complexity of the individual and their context (cognitive, affective, behaviour, enviornment, situation).
- **From hedonic inspired design and society towards human flourishing and full self-mastery**
> I don't know why we are here, but I'm pretty sure that it is not in order to enjoy ourselves. - Wittgenstein
## 2018 Work (Finished and In Progress)
### [Mathematics for Deep Learning and AI (m4dl.com)](https://m4dl.com)
![New book - Matematics for Deep Learning and AI](img/m4d_cover.png)
#### The mathematics needed for deep learning and ai. On it's way.
<hr />
### [Applied Deep Learning with TensorFlow (Packt Publishing) course](https://github.com/dyadxmachina/Applied-Deep-Learning-with-TensorFlow)
#### 6+ hour course on deep learning using TensorFlow and Google Cloud Machine Learning Engine.
![Applied Deep Learning with TensorFlow](img/adl_cover.png)
<hr />
### [Deep Learning & Artificial Intelligence -
A human centered perspective](https://dyadxmachina.github.io/hub/intro_ai.html)
#### Yet another intro to deep learning and artificial intelligence
<hr />
### [Emotion and AI on TensorFlow Meets @ Google #1](https://www.youtube.com/watch?v=9pr7j27G_TM)
![](img/haohantensorflow.jpg)
### [Emotion and AI on TensorFlow Meets @ Google #2](https://www.youtube.com/watch?v=zqWrHaY6U9g)
![](img/fanlitensorflow.jpg)
#### Both of us on set with Laurence Moroney chatting about neuroscience, deep learning, and our latest course and research.
<hr />
### [DeepEdu (Deep learning and education paper)](https://dyadxmachina.github.io/hub/deepedu.html)
![Deep Edu - for the modern learner](img/deepedu_cover.png)
#### How might we better represent and test a learner's formal knowledge?
<hr />
### [huīsè de system](http://huisede.com)
#### a practical system for living in the age of entropy
![huīsè de - a practical system for living in the age of entropy](img/huisede_cover.png)
<hr />
### [dyad language learning](https://github.com/dyadxmachina/dyad-language-learning)
#### How might one take best advantage of learning a language with a fluent speaker who is also your partner?
<hr />
![Fanli & Haohan](https://avatars0.githubusercontent.com/u/38859755?s=400&u=b7629dbcf3c84c0899f1e727c6e03af22d8b49b3&v=4)
Email us at two@dyadxmachina.com or add us on LinkedIn [here](https://linkedin.com/in/christianramsey/) and [here](linkedin.com/in/haohanw/).