machine-learning-from-scratch

Here are 16 public repositories matching this topic...

eriklindernoren / ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

data-science machine-learning data-mining deep-learning genetic-algorithm deep-reinforcement-learning machine-learning-from-scratch

UpdatedOct 15, 2023
Python

samrere / pytortto

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deep learning from scratch. uses numpy/cupy, trains in GPU, follows pytorch API

machine-learning deep-learning neural-network gpu numpy autograd machine-learning-from-scratch cupy neural-networks-from-scratch numpy-neural-network

UpdatedSep 5, 2023
Python

shotahorii / bareml

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Machine learning & deep learning implementation from scratch, depending only on numpy.

data-science machine-learning deep-neural-networks deep-learning machine-learning-algorithms statistical-models machine-learning-from-scratch

UpdatedDec 2, 2020
Python

pystander / Simple-ML

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Simple and minimal Python implementation of Machine Learning algorithms and models.

python machine-learning machine-learning-algorithms supervised-learning unsupervised-learning machine-learning-from-scratch

UpdatedMar 10, 2024
Python

matheuscamposmt / nn-from-scratch

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Development of a Neural Network from scratch to predict divorce in marriages.

python machine-learning neural-network numpy neural-networks from-scratch machine-learning-from-scratch sigmoid-function neural-network-from-scratch

UpdatedAug 19, 2022
Python

pr97 / ScratchNet

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This repository holds one of my first Deep Learning projects. The project implements an MNIST classifying fully-connected neural network from scratch (in python) using only NumPy for numeric computations. For further information, please see README.

python machine-learning deep-learning neural-network numpy fully-connected-network machine-learning-from-scratch

UpdatedJun 1, 2018
Python

vivitsaS / ml-from-scratch

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ML algorithms implemented from scratch using numpy and built in functions in python

ml regression classification glm decision-trees clustering-algorithm machine-learning-from-scratch

UpdatedNov 1, 2023
Python

ramesht007 / Machine-Learning-From-Scratch

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Machine Learning from Scratch. From Scratch implementation of famous machine learning techniques using Numpy. Focus on readiness with step by step documentation.

data-science machine-learning data-mining machine-learning-algorithms hacktoberfest machine-learning-from-scratch hacktoberfest2021 machine-learning-from-zero

UpdatedAug 7, 2021
Python

03axdov / Neural-Network-Framework

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A Neural Network framework, built with Python.

machine-learning deep-learning neural-network machine-learning-algorithms neural-networks machine-learning-from-scratch neural-network-framework

UpdatedNov 22, 2023
Python

julianpistorius / ML-From-Scratch

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Bare bones Python implementations of some of the foundational Machine Learning models and algorithms.

data-science machine-learning data-mining data-analysis machine-learning-from-scratch

UpdatedMay 29, 2017
Python

navaneethbr / Machine-Learning-Algorithm-From-Scratch

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This repository contains implementations of various machine learning algorithms built from scratch, without using high-level machine learning libraries like Scikit-learn. The aim is to provide a deeper understanding of how these algorithms work internally by building them using only basic Python libraries such as NumPy.

data-science machine-learning linear-regression machine-learning-algorithms naive-bayes-classifier logistic-regression decision-trees support-vector-machines machine-learning-from-scratch k-means-clustering regression-tree

UpdatedJun 17, 2025
Python

RakibulHasanRatul / dhaka-house-rent-predictor

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A simple python program with no external dependancy to predict the house rent at various locations. in Dhaka, Bangladesh.

machine-learning linear-regression machine-learning-algorithms http-server machine-learning-from-scratch machine-learning-models machine-learning-projects linear-regression-python linear-regression-scratch built-from-scratch machine-learning-from-zero http-server-backend urllib-python

UpdatedJun 21, 2025
Python

eric-ycw / solomon

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Machine learning algorithms from scratch

machine-learning machine-learning-algorithms machine-learning-from-scratch

UpdatedMar 16, 2021
Python

juan190199 / ML-Zero-To-Hero

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Machine Learning From Scratch. Bare bones implementations of machine learning models and algorithms. Aims to cover everything from linear regression to deep learning.

data-science machine-learning reinforcement-learning deep-learning machine-learning-algorithms supervised-learning unsupervised-learning machine-learning-from-scratch