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diff --git a/puredata.md b/puredata.md
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+<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
+<link href="./markdown.css" rel="stylesheet"></link>
+<style>
+img:hover{
+    color: #424242; 
+  -webkit-transition: all .3s ease-in;
+  -moz-transition: all .3s ease-in;
+  -ms-transition: all .3s ease-in;
+  -o-transition: all .3s ease-in;
+  transition: all .3s ease-in;
+  opacity: 1;
+  transform: scale(2);
+  -ms-transform: scale(2); /* IE 9 */
+  -webkit-transform: scale(2); /* Safari and Chrome */
+}
+</style>
+
+
+# Pure Data
+
+![intro](./resources/pd_intro.jpg)
+
+## Introduction
+
+### What is Pure data?
+
+Pure Data (or Pd) is a real-time graphical programming environment for audio, video, and graphical processing.
+Pure Data is commonly used for live music performance, VeeJaying, sound effects, composition, audio analysis, interfacing with sensors, using cameras, controlling robots or even interacting with websites.
+Because all of these various media are handled as digital data within the program, many fascinating opportunities for cross-synthesis between them exist.
+Sound can be used to manipulate video, which could then be streamed over the internet to another computer which might analyze that video and use it to control a motor-driven installation.
+
+*taken from [here](http://write.flossmanuals.net/pure-data/introduction2/)*
+
+### How to get it?
+
+You can download puredata from the [main website](http://puredata.info/downloads/pure-data).
+
+#### Different versions
+
+There are a few different versions of puredata available in the wild.
+Below is a small list but I would *highly* advise to start with puredata vanilla.
+The extended version is *very* dated now and I would not advise to use that one.
+
+* puredata vanilla (the **main** version)
+* puredata extended (up until a few years ago the go-to version for most people)
+* Pd-L2Ork (same engine as vanilla but with different GUI)
+
+#### A note on libpd
+
+Puredata can be packaged into other applications as a sound engine.
+This is extensively used by app makers and game designers.
+While this is totally beyond the scope of this introduction I do want to mention the universal usefulness of puredata outside of sound creation.
+Below are some useful links:
+
+* [libpd github](https://github.com/libpd)
+* [libpd in unity3D](https://github.com/Magicolo/uPD)
+* [camomille - VST creating with libpd](https://github.com/pierreguillot/Camomile)
+
+## Pure data interface
+
+Pure data has one main window with a menu bar at the top and blank space below. 
+This empty space will act as a **console**.
+All text based output will be shown here.
+The program, or **patch** can be seen on the right.
+In this window we can create **boxes** and connections between boxes to create a running program.
+
+![interface overview](./resources/024l.jpg)
+
+### TODO:
+
+* create an empty patch and save it
+* close puredata and reopen our saved empty patch
+
+---
+
+\newpage
+
+
+
+## Example 1: Hello World
+
+The two main types of boxes we need to create a hello world patch are:
+
+* **object** boxes
+* **message** boxes
+
+In order to make our hello world function we need to connect the **outlet** of one to the **inlet** of the other.
+You **always** have to create a connection for the **outlet** to the **inlet**.
+The other way around does **not** work.
+
+![hello world](./resources/xgr1.jpg)
+
+Puredata has help built in to explain how all the objects function.
+You can access this help by right clicking on a box and choosing **help**.
+These help windows are also **patches** themselves which you can operate and copy paste from.
+
+![help view](./resources/59e9.jpg)
+
+Puredata has two **modes**:
+
+* edit mode (to create your patch)
+* normal mode (to click boxes)
+
+I personally am almost always in **edit mode** because you can control the sliders, message boxes, etc by using **CTRL-click**.
+This is a lot faster than switching back and forth between modes.
+
+### TODO:
+
+* create a hello world patch
+* change the hello world text to something different
+* create a second chain that prints out something different
+
+### Challenge:
+
+* try to differentiate between two different print chains by naming the print outputs
+
+### Resources:
+
+* **patches**
+	* [hello world patch](./resources/00_hello_world.pd)
+
+---
+
+\newpage
+
+
+
+## Example 2: A simple calculator
+
+Arithmetic can be done with **object** boxes.
+Besides object and message boxes we also have **number** boxes.
+You can click and drag these boxes to change the number inside.
+
+![arithmetic operations](./resources/zcwj.jpg)
+
+![two calculators](./resources/p5h3.jpg)
+
+### TODO:
+
+* create this patch yourself and try it out
+* why doesn't it always work?
+* what are creation arguments?
+
+### Resources:
+
+* **patches**
+	* [calculator patch](./resources/01_calculators.pd)
+* **online information**
+	* [hot and cold inlets](https://puredata.info/docs/manuals/pd/x2.htm#s3.3)
+
+---
+
+\newpage
+
+
+
+## Example 3: Bangs and triggers
+
+To deal with the **hot and cold** design of puredata we can use two very useful objects:
+
+* bangs
+* triggers
+
+Bangs are an essential feature of puredata.
+They serve as triggers and can be very useful for visual feedback.
+Triggers take something (numbers, bangs, lists, messages, ...) as input and output from **right to left**.
+By including triggers in our patch we can be certain of the **order of operations**.
+
+![triggers and bangs](./resources/y0ps.jpg)
+
+### TODO:
+
+* create this patch yourself and try it out
+
+### Resources:
+
+* **patches**
+	* [triggers and bangs patch](./resources/02_bangs_and_triggers.pd)
+
+---
+
+\newpage
+
+
+
+## Example 4: Timers and toggles
+
+As a real time environment puredata uses the **metro** object to create timed events.
+To turn the metro on or off we need to connect a **toggle** to it's input.
+
+![timers and toggles](./resources/zudu.jpg)
+
+The metro object takes milliseconds as an argument *or* on the **cold** inlet.
+Below is a small example conversion grid of BPM notes to msec.
+
+![BPM to msec](./resources/bpm_msec.jpg)
+
+### TODO:
+
+* create this patch yourself and try it out
+* can you make the output count up with each bang?
+* can you make a conversion that takes BPM as input and outputs 8th notes msec values?
+
+### Resources:
+
+* **patches**
+	* [timers and toggles patch](./resources/03_timers_and_toggles.pd)
+
+---
+
+\newpage
+
+
+
+# Audio
+
+## Setting up your audio device
+
+From the **media** menu select the audio settings.
+Your settings will be different depending on your platform and soundcard.
+If you hear a lot of clicking then you should raise the block size.
+A good middle ground is 1024.
+Don't forget to turn on the **DSP** in the console window.
+Puredata can output very loud sounds so don't turn the volume up too much.
+
+<p style="text-align:center;color:red;">!!!**PLEASE** don't turn your headphones up too much!!!</p>
+
+![audio device](./resources/uawy.jpg)
+
+### Resources:
+
+* **online information**
+	* [configuring puredata](http://write.flossmanuals.net/pure-data/configuring/)
+
+---
+
+\newpage
+
+
+
+## Example 5: A simple synth
+
+Up until now we only used data objects and connections.
+To create sound and connect audio inputs and output we use objects that have a tilde **~**.
+New control objects, **sliders**, are seen here.
+You can configure these sliders by right clicking them.
+
+It's very important to modify the sliders in order to use them with audio signals.
+All audio signals flow between -1 and +1 as floating point numbers.
+In order to have working volume slider we multiply the audio signal with a value between 0 and 1 where 0.5 is half as loud.
+
+![a simple synth](./resources/tz52.jpg)
+
+### TODO:
+
+* create this patch yourself and try it out
+
+### Resources:
+
+* **patches**
+	* [a simple synth patch](./resources/04_a_simple_synth.pd)
+* **online information**
+	* [waveshaping](http://www.pd-tutorial.com/english/ch03s05.html)
+
+---
+
+\newpage
+
+
+
+## Example 6: Some midi and music theory plus a musical synth
+
+![midi notes to frequency](./resources/notes.gif)
+
+The major scale is made up of the following pattern:
+
+* a half note is **1** step
+* a whole note is **2** steps
+* an octave is **12** steps
+* the **5th** always sounds good with the root note! (**7** steps)
+
+| degree | name | step size | relative midi value |
+|---|---|---|---|
+| 1st | tonic | root | 0 |
+| 2nd | supertonic | whole | 2 |
+| 3rd | mediant | whole | 4 |
+| 4th | subdominant | half | 5 |
+| 5th | dominant | whole | 7 |
+| 6th | submediant | whole | 9 |
+| 7th | leading note | whole | 11 |
+| 8th | tonic | half | 12 |
+
+Below you can see the musical synth that plays the major scale starting at C4.
+
+![a musical synth](./resources/u9us.jpg)
+
+### Resources:
+
+* **patches**
+	* [a musical synth](./resources/05_a_musical_synth.pd)
+* **online information**
+	* [what is midi?](https://en.wikipedia.org/wiki/MIDI)
+	* [musical scales](https://en.wikipedia.org/wiki/Major_scale)
+
+---
+
+\newpage
+
+
+
+## Example 7: Controlling the musical synth
+
+We can control the synth with the **key** object.
+The output of this object needs to be routed to the corresponding notes we want with the **route** object.
+
+![a musical synth with keyboard control](./resources/z847.jpg)
+
+A more common way to control music programs is by using MIDI devices.
+You can setup midi from the **media** menu and selecting **midi settings**.
+Puredata provides a simple patch to test and see the midi messages coming into the computer.
+It can be shown by clicking on the **media** menu and selecting **test audio and midi**.
+
+![midi setup and settings](./resources/fnid.jpg)
+
+### Resources:
+
+* **patches**
+	* [a musical synth](./resources/05_controlling_the_musical_synth.pd)
+* **online information**
+	* [controlling the synth](http://write.flossmanuals.net/pure-data/controlling-the-synth/)
+
+
+---
+
+\newpage
+
+
+
+## Example 8: Controlling with a gamepad
+
+The **hid** object gives us access to gamepads and joysticks.
+Depending on the OS the object needs to be installed via the help menu **find
+externals** option.
+
+![gamepad synth](./resources/zz2h.jpg)
+
+### TODO:
+
+* create this patch yourself and try it out
+* try to add more controls to the synth
+
+### Resources:
+
+* **patches**
+	* [gamepad synth patch](./resources/07_gamepad_with_the_musical_synth.pd)
+	* [gamepad synth with filter patch](./resources/08_gamepad_and_filter.pd)
+
+---
+
+\newpage
+
+
+
+## Example 9: A drum machine
+
+We can load and play soundfiles with the **readsf~** object.
+To build a simple sequencer we combine a **metro** with a counting loop,
+**mod** and **select**.
+
+Below are the patches to both a simple and more complicated drum machine.
+
+![drum machines](./resources/vy4d.jpg)
+
+### TODO:
+
+* create this patch yourself and try it out
+* how can you make this drum machine polyphonic?
+
+### Resources:
+
+* **patches**
+	* [simple drum machine](./resources/08_gamepad_and_filter.pd)
+	* [advanced drum machine](./resources/09_advanced_drum_machine.pd)
+* **samples**
+	* [drum samples zip file](./resources/808_drum_kit.zip)
+
+---
+
+\newpage
+
+
+
+## Example 10: Putting it *all* together
+
+The advanced drum machine sequencer can be used to create a patch that plays
+random *music* coupled with the simple synths from before.
+A new object is included in this patch called **vline~**.
+It is used to create volume or filter curves.
+
+![putting it all together](./resources/8bpn.jpg)
+
+### TODO:
+
+* try to make something yourself!
+
+### Resources:
+
+* **patches**
+	* [music by numbers](./resources/10_putting_it_all_together.pd)
+* **online information**
+	* [envelopes](http://write.flossmanuals.net/pure-data/envelope-generator/)
+
+---
+
+\newpage
+
+
+
+## A short intermezzo
+
+While it is very important and satisfying to make your own puredata patches from scratch, there are a lot of extra libraries that can provide you with essential building blocks.
+Most of these can be installed with the build in package manager in puredata vanilla.
+You can access it by going to the menu **help** and choosing **find externals**.
+Some very useful ones are:
+
+* mrpeach (for everything network and OSC related)
+* list-abs (list abstractions that make manipulating and searching lists very easy)
+* cyclone (a bunch of useful little gems)
+* comport (for interfacing with arduino and other serial devices)
+* hid (useful for gamepads and joysticks)
+
+![installing externals](./resources/dniz.jpg)
+
+You can see all the externals that you have installed by going to the **help** menu and choosing the **browser**.
+Most libraries come with extensive help files to get you going in no time.
+
+
+![externals browser](./resources/f33w.jpg)
+
+Now, a *very* powerful collection of synthesizer building blocks is called **automatonism**.
+This is more than a library of abstractions, it makes puredata an easy to use modular synth.
+While I absolutely love this software, a basic understanding of puredata vanilla will go a long way.
+You can download automatonism from the link below.
+
+![automatonism](./resources/automatonism.png)
+
+### Resources:
+
+* **online information**
+	* [automatonism](https://www.automatonism.com/the-software)
+
+---
+
+\newpage
+
+
+
+# Video
+
+## Creating a GEM window and drawing a pretty cube
+
+GEM should come installed with puredata vanilla.
+If not, you can find it via the find externals menu.
+The best way to get familiar with GEM is to play around with the example files.
+You can find them in the **browser**.
+
+The most basic way to get GEM going is to:
+
+* **declare -lib Gem** enables the library of use
+* the **gemwin** object controls a window
+* the **create, 1** message will display the empty window
+
+![an empty GEM window](./resources/1ufh.jpg)
+
+Now to display a simple shape in this window we need to add a **gemhead** object.
+This will compute everything attached to it at every frame.
+
+![a GEM cube drawn via gemhead](./resources/9gek.jpg)
+
+This cube can be controlled with **messages** to the cube itself *and* by putting **objects** between the gemhead and itself.
+The same cube but with rotation, color control (including transparency) and XYZ control can be seen below.
+A light source is also added to introduce shade on the cube.
+
+![3d cube with light and controls](./resources/1lv7.jpg)
+
+To project something onto the cube we add a **pix_film** object.
+This object needs to flow into a **pix_texture** object in order to be drawn.
+The object loads .mp4 files and can play them back, in loop if desired.
+
+![a dancing cat!](./resources/hla3.jpg)
+
+### Resources:
+
+* **patches**
+	* [the assets](./resources/assets.zip)
+	* [the dancing cat](./resources/11_gem_intro.pd)
+* **online information**
+	* [GEM intro](http://write.flossmanuals.net/pure-data/basics/)
+	* [Ye olde GEM manual](https://puredata.info/downloads/gem/documentation/manual/manual)
+
+## Particles
+
+Besides displaying pictures and videos, GEM can animate particles.
+The way to draw them is very similar to the dancing cat.
+For each element we want to show and control separately we need different **gemhead**.
+Download the test files below and have a play with it, it will explain itself a lot better like that.
+Don't forget to download the assets as well, otherwise the video won't load.
+You can find the link below (it's the same file as the previous example).
+
+![a dancing cat with particles](./resources/rwch.jpg)
+
+### Resources:
+
+* **patches**
+	* [the assets](./resources/assets.zip)
+	* [a dancing cat with particles](./resources/11_gem_cat_with_particles.pd)
+* **online information**
+	* [GEM particles](https://puredata.info/downloads/gem/documentation/tutorial/particles)
+
+# Learning more about Pure data
+
+That's it for me but if you want to learn more about puredata you should have a look at the links below.
+It's a list of tutorials and interesting work created with puredata.
+
+* **documentation and tutorials**
+	* [FLOSS manual](http://write.flossmanuals.net/pure-data/introduction2/)
+	* [Rafael Hernadez youtube channel](https://www.youtube.com/playlist?list=PL12DC9A161D8DC5DC)
+	* [puredata tutorials list](https://puredata.info/docs/tutorials/)
+	* [Programming Electronic Music in Pd](http://www.pd-tutorial.com/english/index.html)
+* **videos of sound made with pure data and some GEM stuff**
+	* [puredata drone](https://www.youtube.com/watch?v=V1E52x15RYU)
+	* [puredata sequencer 2015](https://www.youtube.com/watch?v=9Nz0bxwoqQE)
+	* [72-EDO algorithmic IDM in Pure Data](https://www.youtube.com/watch?v=d4t5B6nPQGg)
+	* [New Euclidean Rhythms Module in Pure Data Demo](https://www.youtube.com/watch?v=szFtVT5j69A)
+	* [Pure Data - Particle-based Music Visualisation](https://www.youtube.com/watch?v=U1k44Tr0pu4)
+	* [webe.omnibox / PureData Visual with GEM (Test_02)](https://www.youtube.com/watch?v=zs1lsw1q_gU)
diff --git a/resources/00_gem.pd b/resources/00_gem.pd
new file mode 100644
index 0000000..ebd3f0d
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index 0000000..910fdc6
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diff --git a/resources/01_gem.pd b/resources/01_gem.pd
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+++ b/resources/soundpacks.com.txt
@@ -0,0 +1,3 @@
+http://soundpacks.com
+
+Visit our website for free sound packs, drum kits, sample libraries, presets, patches and expansions for music production and other audio projects.
\ No newline at end of file
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+++ b/resources/soundpacks.com.url
@@ -0,0 +1,5 @@
+[{000214A0-0000-0000-C000-000000000046}]
+Prop3=19,2
+[InternetShortcut]
+URL=http://soundpacks.com/
+IDList=
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+++ b/web_server.py
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+import bottle
+import os.path
+import subprocess
+
+HOST = "0.0.0.0"
+PORT = 8080
+
+# this script runs a small webserver on HOST:PORT that return the class course
+# all assets are stored in ./resources and available for download
+# the main page can be visited by going to "http://HOST:PORT/puredata"
+# the bottle framework is needed to run this script
+# you can install it with "python3 -m pip install --user bottle"
+
+@bottle.route("/<filename>")
+def index(filename):
+    if filename == "puredata":
+        return bottle.static_file("index.html", root="./")
+    else:
+        return bottle.static_file(filename, root="./")
+
+@bottle.route("/resources/<filename>")
+def resources(filename):
+    return bottle.static_file(filename, root="resources")
+
+def main():
+    if os.path.isfile("index.html"):
+        print("index.html is present, we can run!")
+        bottle.run(host=HOST, port=PORT)
+    else:
+        print("index.html not found, will generate it now with pandoc")
+        status = subprocess.call(["pandoc", "puredata.md", "-o", "index.html"])
+        if status is 0:
+            print("success... will run now!")
+            bottle.run(host=HOST, port=PORT)
+
+
+if __name__ == "__main__":
+    main()