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scratch-implementation

Here are 219 public repositories matching this topic...

zishansami102 / Neural-Network-from-Scratch

A simple python implementation of a Neural Network from scratch

deep-learning neural-network mnist-dataset scratch-implementation

Updated Jun 17, 2017
Python

kvmanohar22 / char-rnn-cpp

Character level predictions of a Multi-layered Vanilla Recurrent Neural Network

neural-network vanilla lstm gru rnn char-rnn scratch-implementation

Updated Oct 6, 2017
C++

naironics / blockchain_go

A simplified blockchain implementation in Golang

golang blockchain scratch-implementation

Updated Dec 2, 2017
Go

avannaldas / ML-from-scratch

ML Algorithm implementation from scratch for practice

python machine-learning machine-learning-algorithms machine-learning-practice scratch-implementation kmeans-clustering-algorithm

Updated Dec 9, 2017
Python

vaibhavnaagar / cnn

Convolutional Neural Network implemenation from scratch in python numpy

python machine-learning computer-vision deep-learning tensorflow numpy cnn convolutional-neural-networks lenet5 scratch-implementation

Updated Apr 11, 2018
Python

AbhinavThukral97 / GeneralisedNeuralNetwork

Generalised neural network implemented from scratch in python to teach step-wise functioning of a neural network and back-propagation training algorithm for optical character recognition (OCR)

python machine-learning neural-network backpropagation ocr-recognition scratch-implementation generalised-model

Updated May 17, 2018
Python

hjian42 / Natural-Language-Processing-Nanodegree

Natural Language Processing Nanodegree from Udacity Platform, in which I implement Hidden Markov Model for POS Tagger, Bidirectional LSTM for English-French Machine Translation, and End-to-End LSTM-based Speech Recognition

nlp natural-language-processing machine-translation recurrent-neural-networks speech-recognition speech-to-text attention-mechanism udacity-nanodegree hmm-model hmm-viterbi-algorithm encoder-decoder scratch-implementation

Updated Jun 26, 2018
Jupyter Notebook

naironics / gophernet

A simple from-scratch neural net written in Go

golang neural-networks scratch-implementation

Updated Aug 17, 2018
Go

SathwikTejaswi / Neural-Networks-From-Scratch

This repository contains the implementation (from scratch in python) of a simple neural network to classify MNIST. It can also be used to classify other image datasets.

python machine-learning deep-neural-networks neural-network numpy python3 mnist neural-networks classification mnist-handwriting-recognition scratch-implementation

Updated Sep 9, 2018
Python

pskrunner14 / lstm-from-scratch

LSTM Network from Scratch in C++

c-plus-plus eigen lstm rnn seq2seq long-short-term-memory scratch-implementation

Updated Dec 8, 2018
C++

DavidCico / Simple-functions-for-starting-machine-learning-with-Python

Several notebooks that contain different functions implemented in Python to understand the basic steps to carry out a machine learning problem.

python machine-learning ipython-notebook preprocessing jupyter-notebooks understanding scratch-implementation

Updated Mar 4, 2019
Jupyter Notebook

DavidCico / Self-implementation-of-a-random-forest-algorithm

A random forest algorithm is implemented in Python from scratch to perform a classification analysis.

python machine-learning algorithm random-forest machine-learning-algorithms jupyter-notebook python3 scratch classification-task classification-trees scratch-implementation

Updated Mar 4, 2019
Python

DavidCico / Self-implementation-of-KNN-algorithm

A k-nearest neighbors algorithm is implemented in Python from scratch to perform a classification or regression analysis.

python machine-learning algorithm machine-learning-algorithms jupyter-notebook python3 scratch k-nearest-neighbours knn-regression knn-classification scratch-implementation

Updated Mar 27, 2019
Python

theolepage / ocr

Optical Character Recognition software based on a simple NN and written from scratch in C.

c ocr computer-vision neural-network optical-character-recognition scratch-implementation

Updated Apr 5, 2019
C

AtulJoshi1 / k-nearest-neighbour

K Nearest Neighbour from scratch using python and numpy on Iris dataset.

iris-dataset scratch-implementation knn-algorithm

Updated Jun 21, 2019
Jupyter Notebook

NikhilKumarMutyala / Linear-Regression-from-scartch-on-KC-House-Dataset

Linear Regression code written from scratch(No libraries used) for KC House dataset

machine-learning linear-regression data-visualization scratch-implementation cleaning-data

Updated Oct 7, 2019
Jupyter Notebook

Adioosin / image-compression-using-k-mean

This notebook consist of implementation of K-Mean clustering algorithm on an image to compress it from scratch using only numpy

numpy image-compression k-means-implementation-in-python k-means-clustering scratch-implementation

Updated Oct 9, 2019
Jupyter Notebook

zeroFruit / tServletContainer

Tiny Servlet Container Implementation which is based on Tomcat 4

java servlet servlet-container scratch-implementation

Updated Oct 12, 2019
Java

Cartmanishere / decision-tree

An implementation of the CART algorithm of Decision Tree used for Classification

machine-learning decision-trees classification-algorithm scratch-implementation

Updated Oct 26, 2019
Jupyter Notebook

arsath230392 / JavaCollections

Implementation of different data structures and their internal workings

java map list table scratch-implementation implementation-of-data-structures

Updated Oct 31, 2019
Java

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