From 00671303bb26bb0663134f522e105846d09652e8 Mon Sep 17 00:00:00 2001
From: DidierRLopes <dro.lopes@campus.fct.unl.pt>
Date: Sat, 20 Feb 2021 18:36:30 +0000
Subject: [PATCH] Add prediction plots to pred README

---
 prediction_techniques/README.md | 26 ++++++++++++++++++++++++++
 1 file changed, 26 insertions(+)

diff --git a/prediction_techniques/README.md b/prediction_techniques/README.md
index 2cf1fc2a518..925fc8d6d91 100644
--- a/prediction_techniques/README.md
+++ b/prediction_techniques/README.md
@@ -27,24 +27,50 @@ This menu aims to predict the share price of a pre-loaded stock, and the usage o
 
 **Note:** _Use this at your own discretion. All of these prediciton techniques rely solely on the closing price of the stock. This means that there are several factors that the models aren't aware of at the time of prediction, and may - drastically - move the price up or down. Examples are: news, analyst price targets, reddit post, tweets from Elon Musk, and so on._
 
+
 ## sma <a name="sma"></a>
 
+![sma](https://user-images.githubusercontent.com/25267873/108604945-d29aea80-73a8-11eb-8dac-6a545b9c52b9.png)
+
 ## knn <a name="knn"></a>
 
+![knn](https://user-images.githubusercontent.com/25267873/108604942-d169bd80-73a8-11eb-9021-6f787cbd41e3.png)
+
 ## linear <a name="linear"></a>
 
+
+![linear](https://user-images.githubusercontent.com/25267873/108604948-d3cc1780-73a8-11eb-860f-49274a34038b.png)
+
 ## quadratic <a name="quadratic"></a>
 
+![quadratic](https://user-images.githubusercontent.com/25267873/108604935-cca50980-73a8-11eb-9af1-bba807203cc6.png)
+
 ## cubic <a name="cubic"></a>
 
+![cubic](https://user-images.githubusercontent.com/25267873/108604941-d169bd80-73a8-11eb-9220-84a7013e1283.png)
+
 ## regression <a name="regression"></a>
 
+![regression](https://user-images.githubusercontent.com/25267873/108604946-d3338100-73a8-11eb-9e99-fa526fb56672.png)
+
 ## arima <a name="arima"></a>
 
+![arima](https://user-images.githubusercontent.com/25267873/108604947-d3cc1780-73a8-11eb-9dbb-53b959ae7947.png)
+
 ## prophet <a name="prophet"></a>
 
+![prophet](https://user-images.githubusercontent.com/25267873/108604938-cf9ffa00-73a8-11eb-973b-0affb343e2f6.png)
+
 ## mlp <a name="mlp"></a>
 
+![mlp](https://user-images.githubusercontent.com/25267873/108604944-d2025400-73a8-11eb-9ab6-52972160cd2a.png)
+
 ## rnn <a name="rnn"></a>
 
+![rnn](https://user-images.githubusercontent.com/25267873/108604940-d0d12700-73a8-11eb-837e-a5aa128942d9.png)
+
 ## lstm <a name="lstm"></a>
+
+![lstm](https://user-images.githubusercontent.com/25267873/108604943-d2025400-73a8-11eb-83c5-edb4a2121cba.png)
+
+