machine-learning-from-scratch

#计算机科学#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 learnin...

机器学习深度学习 deep-reinforcement-learning machine-learning-from-scratch 数据科学 data-mining genetic-algorithm

Python 24.6 k

2 年前

hammadshaikhha / Data-Science-and-Machine-Learning-from-Scratch

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

机器学习 siraj-raval Python machine-learning-from-scratch

Jupyter Notebook 432

4 年前

aadi1011 / AI-ML-Roadmap-from-scratch

#学习与技能提升#Become skilled in Artificial Intelligence, Machine Learning, Generative AI, Deep Learning, Data Science, Natural Language Processing, Reinforcement Learning and more with this complete 0 to 100 reposi...

人工智能数据科学深度学习免费 learning 机器学习 Hackathon-Kit 路线图教程 Hacktoberfest hacktoberfest2024 machine-learning-from-scratch

353

3 个月前

Girrajjangid / Machine-Learning-from-Scratch

#自然语言处理#🤖 Python implementations of some of the fundamental Machine Learning models and algorithms from scratch with interactive Jupyter demos and math being explained.

classification 机器视觉数据科学深度学习 ensemble-learning linear-regression logistic-regression 机器学习 machine-learning-from-scratch 自然语言处理 neural-networks Python random-forest transfer-learning transformers

Jupyter Notebook 46

2 年前

$https://static.github-zh.com/github_avatars/Math-behind-AI?size=40$

Math-behind-AI / ScratchAI

#算法刷题#This repository is dedicated to building ML & DL algorithms from scratch

算法深度学习机器学习数学 maths Open Source Python 数据科学 machine-learning-from-scratch

Jupyter Notebook 37

2 年前

samrere / pytortto

#计算机科学#deep learning from scratch. uses numpy/cupy, trains in GPU, follows pytorch API

autograd cupy 深度学习 gpu 机器学习 machine-learning-from-scratch 神经网络 NumPy

Python 19

2 年前

marcofavorito / ml-from-scratch

#计算机科学#Machine Learning algorithms implementation in Python from scratch.

机器学习 machine-learning-tutorials machine-learning-from-scratch classification regression

Jupyter Notebook 11

6 年前

theolepage / prophecy

#计算机科学#A tiny deep neural network framework developed from scratch in C++ and CUDA.

机器学习神经网络 machine-learning-from-scratch C++

C++ 10

4 年前

csreddy98 / Machine-Learning-From-Scratch

#计算机科学#This project implements the machine learning algorithms from scratch and compares the implementation with sklearn.

人工智能 artificial-intelligence-algorithms 机器学习 machine-learning-from-scratch NumPy Python knn knn-classification linear-models linear-regression scikit-learn 教程

Jupyter Notebook 8

3 年前

shotahorii / bareml

#计算机科学#Machine learning & deep learning implementation from scratch, depending only on numpy.

机器学习 machine-learning-from-scratch statistical-models 数据科学深度学习深度神经网络

Python 8

5 年前

tsebaka / machine-learning

#自然语言处理#Machine learning algorithms from scratch

机器学习 machine-learning-from-scratch Python 机器视觉深度学习深度神经网络自然语言处理

Jupyter Notebook 7

5 个月前

nachiket273 / ML_Algo_Implemented

#计算机科学#Bare-bone and simple implementations of few Machine Learning Algorithms

机器学习 Python decision-trees knn machine-learning-from-scratch random-forest gradient-boosting linear-regression logistic-regression gradient-descent kmeans svm naive-bayes pca tsne

Jupyter Notebook 5

5 年前

caotatcuong / Machine-Learning-from-Scratch

machine-learning-from-scratch

Jupyter Notebook 5

4 年前

hrshtv / ML-From-Scratch

#计算机科学#Some Machine Learning algorithms implemented by me, mostly from scratch

machine-learning-from-scratch 机器学习

Jupyter Notebook 5

3 年前

JKKDY / machine-learning-from-scratch

#计算机科学#Jupyter Notebooks containing implementations of different ML models from scratch and with sklearn

Jupyter Notebook Python 机器学习 machine-learning-from-scratch machine-learning-tutorials 教程 jupyter-notebooks

Jupyter Notebook 5

5 年前

SC4RECOIN / Jeras

Keras-style machine learning framework for Java

Keras machine-learning-from-scratch 框架 neural-networks

Java 5

6 年前

KjetilIN / rustic_ml

#计算机科学#A machine learning library created from scratch with Rust. It focuses on deep learning and neural networks, providing efficient implementations of popular ML algorithms.

机器学习 machine-learning-from-scratch Rust

Rust 3

6 个月前