Merge branch 'prathimacode-hub:main' into main

Author: ayushi424

Diff for: .github/DCP_SCORECARD.md

@@ -1,15 +1,15 @@
 <h1> DCP - SCORE CARD 2021 ✨✨✨ </h1> <br>
 <h2> Welcome to the Repo Officially!!..🙌👏 </h2> <br>
 
-## Total Number Of PR's : 6
+## Total Number Of PR's : 10
 ## Total Number of Contributors : 5
 
 
 Name : Ayushi Shrivastava <br>
 Github : https://github.com/ayushi424 <br>
-Number of PR's : 2 <br>
-Projects Done : Linear Regression Algorithm (Level 3) | Random Forest Regressor Algorithm (Level 3) | <br>
-Points : 80 <br>
+Number of PR's : 4 <br>
+Projects Done : Linear Regression Algorithm (Level 3) | Random Forest Regressor Algorithm (Level 3) | Decision Tree Classifier (Level 3) | KNN Algorithm (Level 3) | <br>
+Points : 160 <br>
 
 Name : Vaishnavi Patil <br>
 Github : https://github.com/vaishnavipatil4848 <br>
@@ -19,9 +19,9 @@ Points : 20 <br>
 
 Name : Shivani Rana <br>
 Github : https://github.com/shivani6320 <br>
-Number of PR's : 1 <br>
-Projects Done : Object Detection using Tensor Flow (Level 3) | <br>
-Points : 40 <br>
+Number of PR's : 2 <br>
+Projects Done : Object Detection using Tensor Flow (Level 3) | Word Tokenization Techniques in NLP (Level 3) | <br>
+Points : 80 <br>
 
 Name : Raghu Madhav Tiwari <br>
 Github : https://github.com/RaghuMadhavTiwari <br>
@@ -31,7 +31,7 @@ Points : 40 <br>
 
 Name : Hrug Ved <br>
 Github : https://github.com/hrugved06 <br>
-Number of PR's : 1 <br>
-Projects Done : NLP based Chatbot (Level 3) | <br>
-Points : 40 <br>
+Number of PR's : 2 <br>
+Projects Done : NLP based Chatbot (Level 3) | Youtube Comments Classifier (Level 3) | <br>
+Points : 80 <br>
 

Diff for: .github/readme_template.md

@@ -1,41 +1,117 @@
 **PROJECT TITLE**
+
 The project title should be "Name of the Algorithm" or "Name of the Tutorial you'll showcasing about
 
-**INTRODUCTION**
-Define the algorithm
+
+**GOAL**
+
+Write the main goal of this project and what's the purpose of it
+
 
 **PURPOSE**
+
 What's the purpose of this "Title Taken"
 
-**BRIEF EXPLANATION**
-Explain briefly about the "Title Taken"
 
-**WORKING CONDITIONS**
-Write down the step by step procedure of how this works using points.
+**DATASET** (if applicable)
+
+Add a link to dataset and from where it's taken.
+
+
+**DESCRIPTION**
+
+Short description about the idea and approach you had gone with
+
+
+**WHAT I HAD DONE**
+
+What have you worked on for this issue should be stated using points.
+
+
+**WORKFLOW OF YOUR PROJECT FILES**
+
+Add the workflow of the script point by point to get good understanding of the concept
+
+
+**DIAGRAMS**
+
+Showcase various diagrams or flowcharts to get good understanding of this concept in an explanatory manner. Visual reprsentations makes things more clear.
+
+
+**STATE YOUR PROCEDURE AND UNDERSTANDING FROM YOUR WORK**
+
+List out the procedure you had used and how did you implement it.
+
+Why had you choose this approach and what is your understanding from your work you had done.
+
+What did you learn while working on this issue.
+
+Why have you choosed this methodology should also be stated.
+
+
+**DETAILED EXPLANATION OF SCRIPT, IF APPLICABLE**
+
+Provide detailed explanation of the script in elaborative manner using points
+
 
 **USAGE**
-Why have you choosed this specifically should be stated
+
+Why have you choosed this issue specifically should be stated
+
 
 **USE CASES**
-Explain few examples where this can work in an elaborative manneer to provide good efficiency and optimum results
+
+Explain few examples where this can work in an explanatory way to provide good efficiency and optimum results
+
 
 **LIBRARIES USED**
+
 Add all the libraries you had used to explain this concept
 
+
 **ADVANTAGES**
-Advantages of this concept
+
+Advantages of this issue for one to choose this concept
+
 
 **DISADVANTAGES**
-Disadvantages of this concept
+
+Disadvantages of this concept and where this can't be implied should be stated here
+
 
 **APPLICATIONS**
-Applications of this concept
+
+List out all the applications where this concept can be useful
+
+
+**RESEARCH**
+
+Have you done any research on this issue, if so describe more on it
+
+
+**SCREENSHOTS**
+
+Add screenshots of the output or visualizations or anything related to your script to show it works
+
 
 **CONCLUSION**
+
 What's the conclusion of this concept. It should be clear and precise.
+Also showcase the appropriate results derived if it's applicable. Be briefer.
+
 
 **REFERENCES**
-Add the references you had referred to provide good understanding on this concept.
+
+Add all the references you had referred to provide good understanding on this concept.
+Add all the references beginner should refer to clear their concepts.
+
 
 **YOUR NAME**
-Add your name, also can add your social media links if any.
+
+Add your full name, also can add your social media links if any.
+
+
+**DISCLAIMER, IF ANY**
+
+Use this section to mention if any particular disclaimer is required
+

Diff for: Computer Vision/README.md

@@ -1 +1,14 @@
+## Computer Vision
+
+List of all the enclosed projects and Tutorials regarding Computer Vision can be found here:
+
+Algorithms
+
+[Object Detection using TensorFlow](https://github.com/prathimacode-hub/DS-ScriptsNook/tree/main/Computer%20Vision/Object%20Detection%20using%20Tensorflow)
+
+Tutorials 
+
+
+
+
 

Diff for: Machine Learning/README.md

@@ -0,0 +1,21 @@
+## Machine Learning
+
+List of all the enclosed projects and Tutorials regarding Machine Learning can be found here:
+
+Algorithms
+
+- [Decision Tree Classifier](https://github.com/prathimacode-hub/DS-ScriptsNook/tree/main/Machine%20Learning/Algorithms/Decision%20Tree%20Classifier)
+
+- [KNN Classifier](https://github.com/prathimacode-hub/DS-ScriptsNook/tree/main/Machine%20Learning/Algorithms/KNN%20Classifier)
+
+- [Linear Regression](https://github.com/prathimacode-hub/DS-ScriptsNook/tree/main/Machine%20Learning/Algorithms/Linear%20Regression)
+
+- [Random Forest Classifier](https://github.com/prathimacode-hub/DS-ScriptsNook/tree/main/Machine%20Learning/Algorithms/Random%20Forest%20Classifier)
+
+- [Random Forest Regressor](https://github.com/prathimacode-hub/DS-ScriptsNook/tree/main/Machine%20Learning/Algorithms/Random%20Forest%20Regressor)
+
+Tutorials 
+
+- [Youtube Comments Classifier](https://github.com/prathimacode-hub/DS-ScriptsNook/tree/main/Machine%20Learning/Tutorials/Youtube%20Comments%20Classifier)
+
+

Diff for: Natural Language Processing/README.md

@@ -1 +1,14 @@
+## Natural Language Processing
+
+List of all the enclosed projects and Tutorials regarding Natural Language Processing can be found here:
+
+Algorithms
+
+- [Text Summarization](https://github.com/prathimacode-hub/DS-ScriptsNook/tree/main/Natural%20Language%20Processing/Algorithms/Text%20Summarization)
+
+- [Word Tokenization Techniques](https://github.com/prathimacode-hub/DS-ScriptsNook/tree/main/Natural%20Language%20Processing/Algorithms/Word%20Tokenization%20Techniques)
+
+Tutorials 
+
+- [NLP Based Chatbot](https://github.com/prathimacode-hub/DS-ScriptsNook/tree/main/Natural%20Language%20Processing/Tutorials)
 

Diff for: README.md

@@ -149,6 +149,10 @@ This project is a part of this open source progam.
   </tr>
 </table>
 
+Once your **PR is merged**, make sure you fill up this form.
+
+**Form Link : https://docs.google.com/forms/d/e/1FAIpQLSfLNWo_eTLYVzSfijMug_fGAjQmhHXINA3kp4Eig3pzQXJacg/viewform**
+
 You can check out your points scored here : **[DCP_SCORECARD](https://github.com/prathimacode-hub/DS-ScriptsNook/blob/main/.github/DCP_SCORECARD.md
 )** <br>
 **Point to Note** : It will be updated once in 4 days.