arashalaei Goto Github PK

2-layer-neural-network

It's time to build my first neural network, which will have a hidden layer. You will see a big difference between this model and the one i implemented using logistic regression(cat vs not-cat)

about-star-wars

Mid-term web programming

ai_project_3

backend

This backend project

backend-assignment

bitex-backend

bitex-frontend

cat_vs_no-cat

The goal is to train a classifier that the input is an image represented by a feature vector, x, and predicts whether the corresponding label y is 1 or 0. In this case, whether this is a cat image (1) or a non-cat image (0).

decision_tree_regression_js

deep_neural_network

I have previously trained a 2-layer Neural Network (with a single hidden layer). In this project, i will build a deep neural network, with as many layers as i want!

ds-in-ts

frontend-assignment

genetic-algorithm

Implementation of different stages of genetic algorithm

gradient-checking

backpropagation is quite challenging to implement, and sometimes has bugs. Because this is a mission-critical application, so Grad check is a proof that backpropagation is actually working!

guess-my-number

This simple project shows how to manipulate the DOM.

http-assignment

initialization

Training neural network requires specifying an initial value of the weights. A well chosen initialization method will help learning.

inter-backend

inter-blockchin

js-screenshot_node-version

k-nn_js

logistic_regression_js

lu-factorization

mario

modal-window

This mini project shows how to manipulate css classes:)

monsters-rolodex

Familiarity with React basic concepts such as: class component, function component, state, props , ...

multiple_linear_regression_js

naive_bayes_js

natours-backend

natours-design