diff --git a/content/articles/2015-11-14-welcome.md b/content/articles/2015-11-14-welcome.md
index f6892a8..29157af 100644
--- a/content/articles/2015-11-14-welcome.md
+++ b/content/articles/2015-11-14-welcome.md
@@ -4,10 +4,6 @@ Tags: introduction, trading
Modified: 2015-12-05
Category: Blog
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-
Hello! Glad to meet you. I'm currently a student at Columbia University
studying Financial Engineering, and want to give an overview of the projects
@@ -55,4 +51,9 @@ And some statistics for all teams participating in the competition:
{% notebook 2015-11-14-welcome.ipynb %}
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+
+
[1]: https://en.wikipedia.org/wiki/Sharpe_ratio
diff --git a/content/articles/2015-11-27-autocallable.md b/content/articles/2015-11-27-autocallable.md
index ad9dd9f..53e1337 100644
--- a/content/articles/2015-11-27-autocallable.md
+++ b/content/articles/2015-11-27-autocallable.md
@@ -6,11 +6,6 @@ Authors: Bradlee Speice
Summary: For a final project, my group was tasked with understanding three exotic derivatives: The Athena, Phoenix without memory, and Phoenix with memory autocallable products.
[//]: <> "Modified:"
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-
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My only non-core class this semester has been in Structure Products. We've been surveying a wide variety of products, and the final project was to pick one to report on.
Because these are all very similar, we decided to demonstrate all 3 products at once.
@@ -18,3 +13,9 @@ What follows below is a notebook demonstrating the usage of [Julia](http://julia
{% notebook 2015-11-27-autocallable.ipynb language[julia] %}
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+
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diff --git a/content/articles/2015-12-26-testing_cramer.md b/content/articles/2015-12-26-testing_cramer.md
index 39e6db0..6320112 100644
--- a/content/articles/2015-12-26-testing_cramer.md
+++ b/content/articles/2015-12-26-testing_cramer.md
@@ -6,9 +6,11 @@ Authors: Bradlee Speice
Summary:
[//]: <> "Modified: "
+{% notebook 2015-12-26-testing_cramer.ipynb %}
+
-{% notebook 2015-12-26-testing_cramer.ipynb %}
+
diff --git a/content/articles/2016-1-1-complaining-about-weather.md b/content/articles/2016-1-1-complaining-about-weather.md
index f3ec6e5..06d53c4 100644
--- a/content/articles/2016-1-1-complaining-about-weather.md
+++ b/content/articles/2016-1-1-complaining-about-weather.md
@@ -6,9 +6,11 @@ Authors: Bradlee Speice
Summary: Figuring out whether people should be complaining about the recent weather in NC.
[//]: <> "Modified: "
+{% notebook 2016-1-1-complaining-about-weather.ipynb %}
+
-{% notebook 2016-1-1-complaining-about-weather.ipynb %}
+
diff --git a/content/articles/2016-1-23-cloudy-in-seattle.md b/content/articles/2016-1-23-cloudy-in-seattle.md
index 167ac41..0139426 100644
--- a/content/articles/2016-1-23-cloudy-in-seattle.md
+++ b/content/articles/2016-1-23-cloudy-in-seattle.md
@@ -6,9 +6,10 @@ Authors: Bradlee Speice
Summary: Building on prior analysis, is Seattle's reputation as a depressing city actually well-earned?
[//]: <> "Modified: "
+{% notebook 2016-1-23-cloudy-in-seattle.ipynb %}
+
-{% notebook 2016-1-23-cloudy-in-seattle.ipynb %}
diff --git a/content/articles/2016-2-26-profitability-using-the-investment-formula.md b/content/articles/2016-2-26-profitability-using-the-investment-formula.md
index fe20f27..e66b059 100644
--- a/content/articles/2016-2-26-profitability-using-the-investment-formula.md
+++ b/content/articles/2016-2-26-profitability-using-the-investment-formula.md
@@ -6,9 +6,10 @@ Authors: Bradlee Speice
Summary: After developing a formula to guide our investing, how do we actually evaluate its performance in the real world?
[//]: <> "Modified: "
+{% notebook 2016-2-26-profitability-using-the-investment-formula.ipynb %}
+
-{% notebook 2016-2-26-profitability-using-the-investment-formula.ipynb %}
diff --git a/content/articles/2016-2-3-guaranteed-money-maker.md b/content/articles/2016-2-3-guaranteed-money-maker.md
index a2e0227..eec4719 100644
--- a/content/articles/2016-2-3-guaranteed-money-maker.md
+++ b/content/articles/2016-2-3-guaranteed-money-maker.md
@@ -6,9 +6,10 @@ Authors: Bradlee Speice
Summary: Developing an investment strategy based on the Martingale betting strategy
[//]: <> "Modified: "
+{% notebook 2016-2-3-guaranteed-money-maker.ipynb %}
+
-{% notebook 2016-2-3-guaranteed-money-maker.ipynb %}