hidden-layers

Looking at the manifold hypothesis in deep learning. Creating a simple spiral dataset allows me to reveal how neural networks follow an optimal packing strategy during their training.

artificial-neural-networks hidden-layers

UpdatedSep 23, 2022
Python

XAheli /Predicting-Indian-Stocks-Price-with-Stacked-LSTM

Sponsor

Star20

Predicting Indian stock prices using Stacked LSTM model. Analysing Reliance, Tata Steel, HDFC Bank, Infosys data. Data prep, EDA, hyperparameter tuning.

machine-learning lstm hyperparameter-optimization stock-price-prediction hidden-layers hyperparameter-tuning lstm-neural-networks optimisation activation-functions indian-stock-market

UpdatedSep 21, 2023
Jupyter Notebook

anubhavsaxena14 /Threat-Detection-using-Sentiment-Analysis

Star11

Threat Detection System using Hybrid (Machine Learning + Lexical Analysis) learning Approach.

python machine-learning sentiment-analysis anaconda numpy neural-networks lexicon lexical-analysis hidden-layers spyder nltk-library threat-detection

UpdatedMay 30, 2017
Python

nathansamsel /mnist_neural_network

Star11

An neural network to classify the handwritten digits 0-9 for the MNIST dataset. No NN/ML libraries used.

machine-learning neural-network imagine mnist-dataset python-implementation weights backpropagation layer-neurons hidden-layers learn-backpropagation solve-for-inputs neural-network-example

UpdatedFeb 2, 2017
Python

bmouler /neural-financial-prediction-encog-java

Star8

java time-series trading analysis network financial prediction series trading-algorithms financial-analysis hidden-layers neural

UpdatedMay 14, 2014
Java

LanzaSchneider /GenannSharp

Star7

Genann library port to C#, simple neural network library in ANSI C

csharp neural-network genetic-algorithm tiny neural-networks artificial-neural-networks neurons ann backpropagation hidden-layers neural

UpdatedJun 19, 2021
C#

Ishan7390 /NN_fashMNIST

Star5

Neural Network to predict which wearable is shown from the Fashion MNIST dataset using a single hidden layer

neural-network mnist-classification hidden-layers adam-optimizer softmax-classifier relu-layer cross-entropy-loss

UpdatedNov 13, 2019
Python

hknakst /artificial-neural-networks-YapaySinirAglari-

Star4

one layer and two layer neural networks

neural-network delta perceptron hidden-layers multilayer-perceptron-network perceptron-learning-algorithm multilayer-neural-network yapay-sinir-aglari

UpdatedFeb 28, 2019
C++

Pegah-Ardehkhani /One-Hidden-Layer-Neural-Network-From-Scratch

Star4

"One Hidden Layer Neural Network" from Scratch

data-science machine-learning deep-learning neural-network hidden-layers from-scratch from-scratch-in-python

UpdatedJun 29, 2022
Jupyter Notebook

Pegah-Ardehkhani /Deep-Neural-Network-From-Scratch

Star3

"Deep Neural Network" from Scratch

python data-science machine-learning deep-neural-networks deep-learning neural-network hidden-layers from-scratch from-scratch-in-python

UpdatedJun 29, 2022
Jupyter Notebook

Ashwanikumarkashyap /neural-net-breast-cancer-prediction-from-scratch

Star3

A neural network (NN) having two hidden layers is implemented, besides the input and output layers. The code gives choise to the user to use sigmoid, tanh orrelu as the activation function. Prediction accuracy is computed at the end.

python machine-learning neural-network prediction scratch hidden-layers sigmoid tanh

UpdatedMay 17, 2020
Python

vrikodar /Snoop

Star3

Snoop can be used to expand shortened Links such as those from bit.ly etc.to their original form without actually visting them. right from your terminal

hidden-layers snoopy link-expander link-detection malicious-url-detection short-links snoop bitlyhhhannnahhh hunters