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100 Days Of Ml Code ⭐ 42,417

100 Days of ML Coding

Financial Models Numerical Methods ⭐ 5,086

Collection of notebooks about quantitative finance, with interactive python code.

Machine_learning_basics ⭐ 3,754

Plain python implementations of basic machine learning algorithms

Nakedtensor ⭐ 2,471

Bare bone examples of machine learning in TensorFlow

Machine Learning Specialization Coursera ⭐ 2,082

Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

General Assembly's 2015 Data Science course in Washington, DC

Theano Tutorials ⭐ 1,221

Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.

Fast Best-Subset Selection Library

100daysofmlcode ⭐ 302

My journey to learn and grow in the domain of Machine Learning and Artificial Intelligence by performing the #100DaysofMLCode Challenge. Now supported by bright developers adding their learnings 👍

Fuku Ml ⭐ 278

Simple machine learning library / 簡單易用的機器學習套件

The Python Workshop ⭐ 245

A New, Interactive Approach to Learning Python

100 Days Of Ml Code ⭐ 201

A day to day plan for this challenge. Covers both theoritical and practical aspects

Machine_learning ⭐ 183

Estudo e implementação dos principais algoritmos de Machine Learning em Jupyter Notebooks.

Aulas da Escola de Inteligência Artificial de São Paulo

Machine Learning ⭐ 161

This repository contains implementations of all Machine Learning Algorithms from scratch in Python. Mathematics required for ML and many projects have also been included.

Machine_learning_2018 ⭐ 146

Codes and Project for Machine Learning Course, Fall 2018, University of Tabriz

Machine_learning_a Z ⭐ 130

Learning to create Machine Learning Algorithms

Ds_and_ml_projects ⭐ 110

Data Science & Machine Learning projects and tutorials in python from beginner to advanced level.

Mlwithpytorch ⭐ 107

Objective of the repository is to learn and build machine learning models using Pytorch. 30DaysofML Using Pytorch

Machine Learning Concepts ⭐ 96

Machine Learning Concepts with Concepts

Grokking Artificial Intelligence Algorithms ⭐ 91

The official code repository supporting the book, Grokking Artificial Intelligence Algorithms

Piecewise Regression ⭐ 76

piecewise-regression (aka segmented regression) in python. For fitting straight line models to data with one or more breakpoints where the gradient changes.

Ineuron Full Stack Data Science Assignments ⭐ 68

This Repository consists of Assignments and projects of the iNeuron Full Stack Data Science Course

Undergraduate In Statistics ⭐ 59

Using Computer with your Statistics Major Course

Strtsmrt ⭐ 57

Stock price trend prediction with news sentiment analysis using deep learning

Machinelearning ⭐ 52

โค้ดประกอบเนื้อหา Python Machine Learning เบื้องต้น

Ml Experiments ⭐ 50

整理记录本人担任课程助教设计的四个机器学习实验，主要涉及简单的线性回归、朴素贝叶斯分类器、支持向量机

25daysinmachinelearning ⭐ 48

I will update this repository to learn Machine learning with python with statistics content and materials

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 📈

Machine Learning ⭐ 35

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

Pedestrian Trajectories Prediction With Rnn ⭐ 30

Used LSTM and GRU for RNN, KNN for linear regression

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

Wisconsin Breast Cancer ⭐ 27

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

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

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

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 Journey ⭐ 23

机器学习、自然语言处理、深度学习部分算法实现

Ml_from_scratch ⭐ 23

ML algorithms from scratch

Machine_learning_from_scratch_matlab_python ⭐ 21

Vectorized Machine Learning in Python 🐍 From Scratch

Buy a second-hand bike at the best price

Machine_learing_algo_python ⭐ 21

implement the machine learning algorithms by python for studying

Python Andrewngml ⭐ 21

Python implementation of Andrew Ng's ML course projects

Machine_learning_a Z_all_codes_and_templates ⭐ 20

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

Learning Python Predictive Analytics ⭐ 20

Tracking, notes and programming snippets while learning predictive analytics

Lecture 3 Linear Models ⭐ 20

ICDSS Machine Learning Workshop Series: Linear Models

Walmart Sales Prediction ⭐ 19

Ml Track ⭐ 19

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

Machine_learning_in_python ⭐ 19

Demo of basic machine learning models in python with Jupter Notebook

Machine Learning library for python

Machine Learning A Z ⭐ 18

Machine learning A-Z course from Udemy

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.

The Data Analysis Workshop ⭐ 18

A New Interactive Approach to Learning Data Analysis

Machine Learning Framework

Machine Learning A Z Hands On Python ⭐ 16

Tensorflow Intro ⭐ 16

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

Ml_from_scratch ⭐ 16

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

Machine_learning_scripts ⭐ 16

Machine Learning Bookcamp 2022 ⭐ 15

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

Machine Learning Using Python ⭐ 15

Regression, Classification and Clustering

Ml Algorithms From Scratch ⭐ 14

Here we have fully implemented a number of algorithms related to machine learning

Predicting Baseball Statistics ⭐ 14

Predicting Baseball Statistics: Classification and Regression Applications in Python Using scikit-learn

Coursera Machine Learning ⭐ 13

[WIP] In this repository I implemented all assignments in python. (No octave to python library)

Twitter Toxicity Detection Flask ⭐ 13

This is a simple python program which uses a machine learning model to detect toxicity in tweets, developed in Flask.

Dataquest ⭐ 12

Data Science Massive Open Online Course: All the code, notes and supplementary materials generated during the course of my data scientific learning.

Easy to use high level python library for popular machine learning algorithms. Has in-built support for graphing and optimizers based in C++.

Learn_tensorflow ⭐ 12

学习 TensorFLow 线性&逻辑回归多层感知机神经网络自编码循环神经网络优化记录

Machine Learning From Scratch ⭐ 12

🤖 Python implementations of some of the fundamental Machine Learning models and algorithms from scratch with interactive Jupyter demos and math being explained.

X Regression ⭐ 11

Multiple linear regression from Statsmodels library coupled with Xarray library

Data Science Skills Practice ⭐ 11

Fun Python ⭐ 11

Some scripts i had fun creating, to learn the basics of python

Multiple Linear Regression ⭐ 10

A simple python program that implements a very basic Multiple Linear Regression model

Optimization_ml ⭐ 10

Optimization in ML

Fdia Pdm ⭐ 10

False Data Injection Attacks in Internet of Things and Deep Learning enabled Predictive Analytics

Multicollinearity_detection ⭐ 9

Small example on how you can detect multicollinearity

Machine Learning Notebooks ⭐ 9

The full collection of Jupyter Notebook labs from Andrew Ng's Machine Learning Specialization.

A tiny educational machine learning and neural network library in Python

Machine Learning Lecture Notes ⭐ 9

Lecture notes and codes for machine learning

Machine Learning ⭐ 8

Basic Machine Learning Tutorial

Data Science Projects ⭐ 8

{PySpark, R, Python}: Several Data Science projects

Machinelearning_a_z ⭐ 8

The respository is for Machine learning basiscs.

Malware Detection Using Supervised Machine Learning Algorithm ⭐ 8

Navigationforblind ⭐ 8

This python program detects sidewalks and gives real time navigation to a blind man using the camera.

Machinelearning ⭐ 8

This repository contains code examples of Machine Learning and Deep Learning algorithms written in Python using TensorFlow library for the course Machine Learning on Faculty of Computer Science in Belgrade.

Machine Learning And Deep Learning ⭐ 8

A repository of my activities, jupyter notebooks, datasets, projects, and resources used in machine learning algorithms for data science and deep learning

Ml2018spring ⭐ 8

NTUEE 2018 spring course - Machine Learning (Pei-Yuan Wu, Hung-Yi Lee, Tsungnan Lin)

Learn Ransac ⭐ 7

Learning about RANSAC.

Data Science ⭐ 7

EDA and Machine Learning Models in R and Python (Regression, Classification, Clustering, SVM, Decision Tree, Random Forest, Time-Series Analysis, Recommender System, XGBoost)

Capstoneproject_house_prices_prediction ⭐ 7

Understand the relationships between various features in relation with the sale price of a house using exploratory data analysis and statistical analysis. Applied ML algorithms such as Multiple Linear Regression, Ridge Regression and Lasso Regression in combination with cross validation. Performed parameter tuning, compared the test scores and suggested a best model to predict the final sale price of a house. Seaborn is used to plot graphs and scikit learn package is used for statistical analysi

Functions and code snippets to help save the time!

Machine Learning And Python For Beginners ⭐ 7

Machine Learning and Python for Beginners. This repo will contain all the materials for 6-7 week course I shall teach to non-ML experts at Harris Manchester College, University of Oxford.

The exercises of Andrew Ng's Machine Learning programmed with python

Simple Linear Regression ⭐ 7

A python implementation of linear regression algorithm. (including Maximum Likelihood, Maximum a posterior, Bayesian)

Machine Learning Algorithm ⭐ 7

Some algorithms of machine learning like Regression, Cluster, Deep Learning, and much more.

Machine Learning ⭐ 7

Fundamentals & projects

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