Giter VIP home page Giter VIP logo

shivarajmeti / neural_network_implementation Goto Github PK

View Code? Open in Web Editor NEW
0.0 1.0 1.0 9 KB

Python implementation of the neural networks without using any libraries from scratch, for prediction using the pre-trained weights

Python 100.00%
neural-networks python27 convolutional-neural-networks oop-examples maxpooling matrix-multiplication bias implementation-from-scratch artificial-neural-networks pickle

neural_network_implementation's Introduction

Implementing Neural network for predicting using pre-trained weights

Implementing Neural network for predicting the output without using any higher level python libraries using pre-trained weights I have used numpy library only to initialize the array and it is eventually converted back to python list.

inputs for script
  • Input array
  • pre-trained weights
  • model-architecture (.csv file)

To run the script :

$ python predicting_without_libraries.py
Layers Implemented:
  • Conv1D Layer
  • Dense Layer
  • Maxpool1D layer
Activation Functions:
  • Relu
  • Sigmoid

neural_network_implementation's People

Contributors

shivarajmeti avatar

Watchers

 avatar

Forkers

annusingh100995

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.