Giter VIP home page Giter VIP logo

nn-from-the-scratch's Introduction

Neural network

This is a from the scratch python implementation of single layered neural network. The project works for python versions 2.* or 3.*

Data

MNIST dataset is considered for evaluation of the model.

Dependencies

directory:\Codes> pip install requirements.txt

Arguments

directory:\Codes> python main.py --help 
usage: main.py [-h] [-d DATA] [-l LABEL] [-p PLOT] [-s SAVE] [-ts TEST_SIZE] [-e N_EPOCH] [-lr LR] [-hn HIDDEN_NEURONES]

Implementing neural network without any ML libraries

optional arguments:
  -h, --help            show this help message and exit
  -d DATA, --data DATA  Dataset path
  -l LABEL, --label LABEL
                        Dataset path
  -p PLOT, --plot PLOT  Plot path
  -s SAVE, --save SAVE  Save path
  -ts TEST_SIZE, --test_size TEST_SIZE
                        Test size
  -e N_EPOCH, --n_epoch N_EPOCH
                        Number of epochs
  -lr LR, --lr LR       learning rate
  -hn HIDDEN_NEURONES, --hidden_neurones HIDDEN_NEURONES
                        Neurones in the hidden layer

Execution

directory:\Codes> python main.py

nn-from-the-scratch's People

Contributors

sohamchattopadhyayee avatar

Watchers

 avatar

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.