machine-learning-from-scratch

Here are 14 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

Updated Jan 29, 2020
Python

hammadshaikhha / Math-of-Machine-Learning-Course-by-Siraj

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Implements common data science methods and machine learning algorithms from scratch in python. Intuition and theory behind the algorithms is also discussed.

python machine-learning machine-learning-algorithms machine-learning-from-scratch siraj-raval statistical-concepts

Updated Feb 16, 2020
Jupyter Notebook

safakkbilici / Implementation-and-Optimization

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Implementation of some Machine Learning and Deep Learning algorithms from scratch.

machine-learning machine-learning-from-scratch

Updated Jul 4, 2020
Python

marcofavorito / ml-from-scratch

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Machine Learning algorithms implementation in Python from scratch.

machine-learning machine-learning-algorithms ml regression classification machine-learning-from-scratch machine-learning-tutorials

Updated Feb 10, 2019
Jupyter Notebook

SC4RECOIN / Jeras

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Keras-style machine learning framework for Java

framework keras neural-networks machine-learning-from-scratch neural-networks-from-scratch

Updated Apr 7, 2019
Java

navjindervirdee / machine-learning-from-scratch

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Detailed implementation of various machine learning algorithms from scratch using python language.

python machine-learning linear-regression machine-learning-algorithms jupyter-notebook back-propagation machine-learning-from-scratch linear-regression-with-math

Updated Apr 16, 2019
Jupyter Notebook

inboxpraveen / Machine-learning-from-disaster--Titanic

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This repo makes use of different machine learning regression algorithms to predict the survivals of the titanic disaster.

pipeline random-forest machine-learning-algorithms titanic-kaggle logistic-regression decision-tree-classifier gradient-boosting-classifier svc guassian titanic-survival-prediction machine-learning-from-scratch knn-classification ml-project ada-boost-classifier

Updated May 10, 2019
Jupyter Notebook

shivamchauhan729 / DataScience

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Everything related to Data Science is covered from scratch as well as by using libraries.

machine-learning mathematics statistical-analysis dimensionality-reduction data-analysis data-preprocessing hyperparameter-tuning machine-learning-from-scratch

Updated Jul 27, 2020
Jupyter Notebook

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