https://github.com/abhimishra01/nnfromscratch

https://github.com/abhimishra01/nnfromscratch

Last synced: about 1 month ago
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• Host: GitHub
• URL: https://github.com/abhimishra01/nnfromscratch
• Owner: abhimishra01
• Created: 2021-02-10T18:57:08.000Z (almost 4 years ago)
• Default Branch: master
• Last Pushed: 2021-03-08T09:43:45.000Z (almost 4 years ago)
• Last Synced: 2024-04-14T03:05:11.005Z (9 months ago)
• Language: Jupyter Notebook
• Size: 40 KB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Neural Networks From Scratch Code Implementation using python

#### Refer this playlist :- *https://www.youtube.com/playlist?list=PLQVvvaa0QuDcjD5BAw2DxE6OF2tius3V3*

## Currently implemented :-

### Neuron code from scratch

### Vectors, Arrays, Matrices, Concept of shapes and dimensions

### The Dot Product concept

### Activation functions (Sigmoid, Softmax, ReLU) and Hidden Layers (test branch)

### Calculating Loss with Categorical Crossentropy !

### Will be updating more on weekly basis . . .