Madhav Shekhar Sharma mdvsh

## scene.ipynb

      
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                mdvsh
                / scene.ipynb
            
            
              Created
              December 28, 2019 15:31
            
              
                This script draws a scene using the package Luxor.jl. It looks simple at first, ̷b̷u̷t̷ ̷u̷s̷e̷s̷ ̷c̷o̷m̷p̷l̷e̷x̷ ̷f̷e̷a̷t̷u̷r̷e̷s̷ ̷o̷f̷ ̷L̷u̷x̷o̷r̷.̷j̷l̷ ̷t̷o̷ ̷a̷d̷d̷ ̷a̷t̷t̷e̷n̷t̷i̷o̷n̷ ̷t̷o̷ ̷d̷e̷t̷a̷i̷l̷.̷ and is indeed simple.
              
          
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## data.csv

          
            DATE
            Auckland
            Christchurch
            Dunedin
            Hamilton
            Wellington

            
              0
              2000-01
              115.4
              47.2
              174.8
              96.2
              91.8

            
              1
              2000-02
              8.4
              25.2
              41.0
              8.2
              35.2

            
              2
              2000-03
              57.2
              60.8
              74.2
              33.8
              53.4

            
              3
              2000-04
              106.8
              58.2
              50.0
              129.6
              109.8

            
              4
              2000-05
              128.2
              62.0
              
              98.2
              78.2

            
              5
              2000-06
              146.2
              38.0
              68.4
              100.2
              98.6

            
              6
              2000-07
              148.8
              18.0
              22.6
              98.6
              32.2

            
              7
              2000-08
              84.6
              108.4
              155.8
              102.6
              64.0

            
              8
              2000-09
              66.0
              83.4
              68.6
              113.2
              76.2

## README.md

      
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                mdvsh
                / README.md
            
            
              Created
              January 4, 2020 10:51
            
              
                Minesweeper in Julia with good vibes.
              
          
    Minesweeper : Julia

References :


https://www.geeksforgeeks.org/cpp-implementation-minesweeper-game/ (Mainly here, I basically tried to port their cpp code to Julia xD)
BitLife Game (Minesweeper occurs as a minigame in this.)
https://en.wikipedia.org/wiki/Minesweeper_(video_game)
https://m.wikihow.com/Play-Minesweeper

Note: Some steps of the game have been omitted in the below snippet for graphical reasons.


## judge_a_book_by_its_cover.ipynb

      
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              Created
              January 12, 2020 05:05
            
              
                Creating a model to "judge a book by it's cover". | GCI Julia
              
          
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## SentimentAnalysis(julia).ipynb

      
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                mdvsh
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              Last active
              January 26, 2020 04:45
            
              
                Comparing Sentiment Analysis Models (on the Amazon Review Dataset).
              
          
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## intel-image (1).ipynb

      
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                mdvsh
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              Created
              March 23, 2020 14:43
            
              
                Intel Scene Dataset Image Classification | Rank-1 98.2% Accuracy | fastAI
              
          
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## Untitled.ipynb

      
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              Created
              April 4, 2020 17:11
            
              
                fml : kaggle planets
              
          
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## backprop-notes-and-implementation.ipynb

      
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              April 12, 2020 07:04
            
              
                Notes and Implementation of Back-propagation Algorithm
              
          
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## reading_list.md

      
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                mdvsh
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              Last active
              October 6, 2021 08:26
            
              
                My CS Reading List
              
          
    Papers


Going Deeper with Convolutions / Inception Net
ResNet and it's variant architectures.
YOLO | Very important, very complex
That paper explaining 1x1 convolutions

Math


The Matrix Calculus You Need For Deep Learning
Cornell Backpropagation Derivation


## meeting_torch_nn.ipynb

      
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                mdvsh
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              Last active
              April 25, 2020 14:17
            
              
                Version1
              
          
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	DATE	Auckland	Christchurch	Dunedin	Hamilton	Wellington
0	2000-01	115.4	47.2	174.8	96.2	91.8
1	2000-02	8.4	25.2	41.0	8.2	35.2
2	2000-03	57.2	60.8	74.2	33.8	53.4
3	2000-04	106.8	58.2	50.0	129.6	109.8
4	2000-05	128.2	62.0		98.2	78.2
5	2000-06	146.2	38.0	68.4	100.2	98.6
6	2000-07	148.8	18.0	22.6	98.6	32.2
7	2000-08	84.6	108.4	155.8	102.6	64.0
8	2000-09	66.0	83.4	68.6	113.2	76.2