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Machine Learning Matlab ⭐ 46

Matlab implementation of Machine Learning algorithms

Machine_learning_course ⭐ 44

Artificial intelligence/machine learning course at UCF in Spring 2020 (Fall 2019 and Spring 2019)

Machine Learning ⭐ 41

This repository will contain all the stuffs required for beginners in ML and DL do follow and star this repo for regular updates

Linregoutliers ⭐ 41

Direct and robust methods for outlier detection in linear regression

An introductory statistics course for social scientists, using Stata

Tf Tutorial ⭐ 38

From basic linear regression, to CNN, to RNN, to seq2seq.

Sales Forecast Ml ⭐ 37

Web app to predict sales of a new product 📈

Datasciencecoursera ⭐ 36

Coursera DataScience

Benchmarking and Visualization Toolkit for Penalized Cox Models

2017 Spring (105-2) -- Machine Learning

Simple Linear Regression Notebook ⭐ 35

Simple demo of linear regression built with numpy in a jupyter notebook.

Machine Learning ⭐ 35

🌎 I created this repository for educational purposes. It will host a number of projects as part of the process .

Machine Learning ⭐ 34

Applying Machine learning Algorithms on various data sets.

Groovy Data Science ⭐ 34

Some Data Science examples using Groovy

Machine_learning_cpp ⭐ 33

Machine Learning C++

Linear Regression ⭐ 33

Linear regression implemented in Ruby.

Regression Wasm ⭐ 32

Testing doing basic regression with web assembly

Soh_estimation_of_lithium Ion_battery ⭐ 31

State of health (SOH) prediction for Lithium-ion batteries using regression and LSTM

A set of machine learning experiments in Clojure

Bayesianframework ⭐ 31

A framework for Bayesian model selection (BMS) and Bayesian model Averaging (BMA).

Pedestrian Trajectories Prediction With Rnn ⭐ 30

Used LSTM and GRU for RNN, KNN for linear regression

Noviceml ⭐ 29

도서 머신러닝·딥러닝에 필요한 기초 수학 with 파이썬의 예제 코드와 그래프 그리는 코드 및 웹앱 저장소

Machinelearningseries ⭐ 28

Vídeos e códigos do Universo Discreto ensinando o fundamental de Machine Learning em Python. Para mais detalhes, acompanhar a playlist listada.

Bayesian Linear Regression for python

NTUEE Machine Learning, 2017 Spring

Totalleastsquares.jl ⭐ 27

Solve many kinds of least-squares and matrix-recovery problems

Wisconsin Breast Cancer ⭐ 27

[ICMLSC 2018] On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset

Gdlibrary ⭐ 27

Matlab library for gradient descent algorithms: Version 1.0.1

Market Mix Modeling ⭐ 26

Market Mix Modeling for an eCommerce firm to estimate the impact of various marketing levers on sales

Linear Models R ⭐ 26

Going beyond the t-test in R and introducing linear regression and ANOVA (http://tinyurl.com/linear-models-r)

Machine Learning Models ⭐ 26

In This repository I made some simple to complex methods in machine learning. Here I try to build template style code.

Ai Ml Ds Learning Series ⭐ 26

Collection of all Machine Learning and Deep Learning algorithms which would be helpful for beginners

Neural Networks Intro ⭐ 26

An introduction to neural networks, building up from linear regression...

Vblinlogit ⭐ 25

Variational Bayes linear and logistic regression

Machine Learning Regression ⭐ 25

Built house price prediction model using linear regression and k nearest neighbors and used machine learning techniques like ridge, lasso, and gradient descent for optimization in Python

A Python package to build predictive linear and logistic regression models focused on performance and interpretation

Sgd From Scratch ⭐ 25

Stochastic gradient descent from scratch for linear regression

Dynamic Movement Primitives And Imitation Learning Robotics ⭐ 25

Dynamic movement primitives (DMPs) are a method of trajectory control/planning from Stefan Schaal’s lab. Complex movements have long been thought to be composed of sets of primitive action ‘building blocks’ executed in sequence and \ or in parallel, and DMPs are a proposed mathematical formalization of these primitives. The difference between DMPs and previously proposed building blocks is that each DMP is a nonlinear dynamical system. The basic idea is that you take a dynamical system with wel

Linearregression ⭐ 24

An implementation of Linear Regression from scratch in python 📈

Sparsereg ⭐ 24

a collection of modern sparse (regularized) linear regression algorithms.

Linreg Mpc ⭐ 24

A Secure Multiparty Computation (MPC) protocol for computing linear regression on vertically distributed datasets.

Machine Learning ⭐ 24

Some notes on machine learning algorithms, mostly in Matlab format.

Ml_from_scratch ⭐ 23

ML algorithms from scratch

Machine Learning Journey ⭐ 23

机器学习、自然语言处理、深度学习部分算法实现

Basisfunctionexpansions.jl ⭐ 23

Basis Function Expansions for Julia

Machine Learning Notebooks ⭐ 22

15+ Machine/Deep Learning Projects in Ipython Notebooks

Machine learning library providing matrices, named tensors, linear algebra and autodiff aimed at being easy to use

Python Andrewngml ⭐ 21

Python implementation of Andrew Ng's ML course projects

Buy a second-hand bike at the best price

Machine_learing_algo_python ⭐ 21

implement the machine learning algorithms by python for studying

Machine_learning_from_scratch_matlab_python ⭐ 21

Vectorized Machine Learning in Python 🐍 From Scratch

Coronavirus_prediction ⭐ 20

This project aims to predict the numbers that are published in each day regarding the amount of Coronavirus (COVID-19) cases and deaths.

Lecture 3 Linear Models ⭐ 20

ICDSS Machine Learning Workshop Series: Linear Models

Machine_learning_a Z_all_codes_and_templates ⭐ 20

All codes, both created and optimized for best results from the SuperDataScience Course

Aivn Machine Learning ⭐ 20

Những nội dung cơ bản về Machine Learning dành cho tất cả mọi người

Elixir_learn_kit ⭐ 20

Elixir library for machine learning

Automobile Dataset Analysis ⭐ 20

This project analyzes and visualizes the Used Car Prices from the Automobile dataset in order to predict the most probable car price

Learning Python Predictive Analytics ⭐ 20

Tracking, notes and programming snippets while learning predictive analytics

Kernelestimator.jl ⭐ 19

The julia package for nonparametric density estimate and regression

Machine_learning_in_python ⭐ 19

Demo of basic machine learning models in python with Jupter Notebook

Ml Notebook ⭐ 19

Karma of Humans is AI

Polynomialregression.php ⭐ 19

Calculates and returns coefficients for polynomial regression. (composer package)

Models By Example ⭐ 19

By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.

Walmart Sales Prediction ⭐ 19

Ml Track ⭐ 19

This repository is a recommended track, designed to get started with Machine Learning.

Linear Regression ⭐ 18

PHP package for computation of simple linear regression parameters

Hdb_resale_prices ⭐ 18

Predicted and identified the drivers of Singapore HDB resale prices (2015-2019) with 0.96 Rsquare & $20,000 MAE. Web app deployment using Streamlit for user price prediction.

Coursera Deeplearning.ai Stanford University Machine Learning Specialization ⭐ 18

This Repository contains Solutions to the Quizes & Lab Assignments of the Machine Learning Specialization (2022) from Deeplearning.AI on Coursera taught by Andrew Ng, Eddy Shyu, Aarti Bagul, Geoff Ladwig.

Machine Learning library for python

Fudanuniversity Datamining ⭐ 18

2020 Spring Fudan University Data Mining Course HW by prof. Zhu Xuening. 复旦大学大数据学院2020年春季课程-数据挖掘（DATA620007）包含数据挖掘算法模型：Line Regression Model、Logistic Regression Model、Linear Discriminant Analysis、K-Nearest Neighbour、Naive Bayes Classifier、Decision Tree Model、AdaBoost、Gradient Boosting Decision Tree(GBDT)、XGBoost、Random Forest Model、Support Vector Machine、Principal Component Analysis(PCA)

Foundations of Machine Learning Course Materials.

Machine Learning A Z ⭐ 18

Machine learning A-Z course from Udemy

Linear_regression_with_tensorflow.js ⭐ 18

Simulation of Linear Regression algorithm using P5.JS and Tensorflow.js

Toolbox for advanced differential power analysis of symmetric key cryptographic algorithm implementations

The Data Analysis Workshop ⭐ 18

A New Interactive Approach to Learning Data Analysis

Учебные материалы по курсам связанным с Машинным обучением, которые я читаю в УрФУ. Презентации, блокноты ipynb, ссылки

Machine Learning Framework

Secure multi-party linear regression at plaintext speed

A Guide To Machine Learning In R ⭐ 17

A series of articles to get started into the field of Machine Learning with R language

Deeplearning ⭐ 17

deeplearning tour

Microbench ⭐ 17

A micro-benchmarking library.

Coursera Imperial College Of London Mathematics For Machine Learning Specialization ⭐ 16

This Repository contains Solutions to the Quizes & Lab Assignments of the Mathematics for Machine Learning Specialization offered by Imperial College of London on Coursera taught by David Dye, Samuel J. Cooper, A. Freddie Page, Marc Peter Deisenroth

Machine Learning A Z Hands On Python ⭐ 16

Nls.multstart ⭐ 16

Non-linear regression in R allowing multiple start parameters

Tensorflow Intro ⭐ 16

Introduction to TensorFlow. Basic operators, linear and logistic regression and Tensorboard

Machine_learning_scripts ⭐ 16

Ml_from_scratch ⭐ 16

Implementation of basic ML algorithms from scratch in python...

Scala Data Science ⭐ 15

Data Science in Scala - Conf. Talk Repo

Regerms.jl ⭐ 15

DEPRECATED: Regularised Empirical Risk Minimisation Framework (SVMs, LogReg, Linear Regression) in Julia

Gads12 Nyc ⭐ 15

General Assembly Data Science 12

Basic prediction module implemented in node. It contains linear regression and moving average.

Statistics Linreg ⭐ 15

Linear Regression in Haskell

Machine Learning Using Python ⭐ 15

Regression, Classification and Clustering

Regressiondiscontinuity.jl ⭐ 15

Estimation for sharp regression discontinuity designs.

an R package for beginners

Ml Course Solutions ⭐ 15

Jupyter Notebooks for Andrew Ng's Machine Learning Coursera Class

Machine Learning Bookcamp 2022 ⭐ 15

Solutions for the Machine Learning Zoomcamp 2022 by DataTalks.Club.

Mdl Complexity ⭐ 15

MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".

Machine Learning Excercise Notebook Python ⭐ 15

Andrew Ng机器学习对应Python Jupyter Notebook

Easybench Rs ⭐ 15

A lightweight rust benchmarking library

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