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500 search results found

Homemade Machine Learning ⭐ 21,542

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Python Machine Learning Book ⭐ 11,645

The "Python Machine Learning (1st edition)" book code repository and info resource

Pattern_classification ⭐ 3,926

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

Machine_learning_basics ⭐ 3,754

Plain python implementations of basic machine learning algorithms

Hdbscan ⭐ 2,512

A high performance implementation of HDBSCAN clustering.

Machine Learning Interviews ⭐ 2,220

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

Machine_learning_refined ⭐ 1,247

Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).

Play With Machine Learning Algorithms ⭐ 1,164

Code of my MOOC Course <Play with Machine Learning Algorithms>. Updated contents and practices are also included. 我在慕课网上的课程《Python3 入门机器学习》示例代码。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。

Hyperparameter Optimization Of Machine Learning Algorithms ⭐ 1,025

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

What_are_embeddings ⭐ 483

A deep dive into embeddings starting from fundamentals

Agile_data_code_2 ⭐ 435

Code for Agile Data Science 2.0, O'Reilly 2017, Second Edition

Data Science And Machine Learning From Scratch ⭐ 395

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

100daysofmlcode ⭐ 369

Reimplementation of DRAW

Ml_cheat_sheet ⭐ 345

My notes and superstitions about common machine learning algorithms

Log Anomaly Detector ⭐ 278

Log Anomaly Detection - Machine learning to detect abnormal events logs

Time Series Classification And Clustering With Reservoir Computing ⭐ 263

Library for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering.

Machinelearning Deeplearning Code For My Youtube Channel ⭐ 250

The full collection of all codes for my Youtube Channel segregated as per topic.

Machine Learning Notebooks ⭐ 241

Machine Learning notebooks for refreshing concepts.

Machine Learning Goodness ⭐ 230

The Machine Learning project including ML/DL projects, notebooks, cheat codes of ML/DL, useful information on AI/AGI and codes or snippets/scripts/tasks with tips.

Aleph_star ⭐ 209

Reinforcement learning with A* and a deep heuristic

Learn Statistical Learning Method ⭐ 204

Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版，算法实现。

100 Days Of Ml Code ⭐ 201

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

Ml Projectkart ⭐ 197

🙌Kart of 210+ projects based on machine learning, deep learning, computer vision, natural language processing and all. Show your support by ✨ this repository.

Dreambooth Tutorial ⭐ 196

Crie imagens suas usando IA de forma fácil

Machine_learning ⭐ 183

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

Clustering_algorithms_from_scratch ⭐ 170

Implementing Clustering Algorithms from scratch in MATLAB and Python

Machine_learning_algorithms_from_scratch ⭐ 164

This repository explores the variety of techniques and algorithms commonly used in machine learning and the implementation in MATLAB and PYTHON.

Multi Type Td Tsr ⭐ 161

Extracting Tables from Document Images using a Multi-stage Pipeline for Table Detection and Table Structure Recognition:

Bet On Sibyl ⭐ 157

Machine Learning Model for Sport Predictions (Football, Basketball, Baseball, Hockey, Soccer & Tennis)

Machine Learning ⭐ 144

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

Artificial Intelligence And Machine Learning ⭐ 135

A repository for implementation of artificial intelligence algorithm which includes machine learning and deep learning algorithm as well as classical AI search algorithm

Ds_and_ml_projects ⭐ 110

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

Pyimpetus ⭐ 106

PyImpetus is a Markov Blanket based feature subset selection algorithm that considers features both separately and together as a group in order to provide not just the best set of features but also the best combination of features

Ml Dl Scripts ⭐ 106

The repository provides usefull python scripts for ML and data analysis

Machine Learning ⭐ 103

All content related to machine learning from my blog

Ai Seed ⭐ 102

1000+ ready code templates to kickstart your next AI experiment

Mlwithtensorflow2ed ⭐ 101

Code for Machine Learning with TensorFlow: 2nd Edition Published by Manning Publications

Visualizations of machine learning models and algorithms

Machine Learning Concepts ⭐ 96

Machine Learning Concepts with Concepts

Sw_machine_learning ⭐ 95

machine learning

Machinelearning ⭐ 94

A repo with tutorials for algorithms from scratch

Data_sciences_campaign ⭐ 93

【数据科学家系列课程】

Loandefault Prediction ⭐ 92

Lending Club Loan data analysis

100 Days Of Code Data Science ⭐ 90

Starting a 100 Days Code Challenge for Learning Data Science from Scratch

Openml R ⭐ 90

R package to interface with OpenML

Data Science Machine Learning ⭐ 88

The overall objective of this toolkit is to provide and offer a free collection of data analysis and machine learning that is specifically suited for doing data science. Its purpose is to get you started in a matter of minutes. You can run this collections either in Jupyter notebook or python alone.

Machine Learning Numpy ⭐ 84

Gathers Machine learning models using pure Numpy to cover feed-forward, RNN, CNN, clustering, MCMC, timeseries, tree-based, and so much more!

Btctrading ⭐ 83

Time Series Forecast with Bitcoin value, to detect upward/down trends with Machine Learning Algorithms

Rankpruning ⭐ 79

🧹 Formerly for binary classification with noisy labels. Replaced by cleanlab.

Matbench ⭐ 76

Matbench: Benchmarks for materials science property prediction

Using Kalman Filter to Predict Corona Virus Spread

Machine Learning Notebooks ⭐ 69

🤖 An authorial set of fundamental python recipes on Machine Learning and Artificial Intelligence.

100daysofml ⭐ 67

100 Days Of Machine Learning. New Content in every 1-2 day and projects every week. The massive 100DaysOfML in building

Data Science And Machine Learning Projects Dojo ⭐ 67

collections of data science, machine learning and data visualization projects with pandas, sklearn, matplotlib, tensorflow2, Keras, various ML algorithms like random forest classifier, boosting, etc

Whitehat ⭐ 66

Information about my experiences in cybersecurity 💀

Fromscratch ⭐ 58

Themis Ml ⭐ 55

A library that implements fairness-aware machine learning algorithms

Machine Learning_zero To Hero ⭐ 53

Welcome to Machine Learning: Zero to Hero: From the fundamentals of machine learning to advanced techniques like regressions, classification, clustering, Neural Networks, OpenCV, Recommendation Engines and more, this Python-based repository provides a comprehensive guide for mastering ML.

Coursera_ml_da_specialization ⭐ 53

Coursera Specialization: Machine Learning and Data Analysis (Yandex & MIPT)

My main Machine Learning class

Multi_disease_predictor ⭐ 52

A Machine Learning and Deep Learning based webapp used to predict multiple diseases.

Heart_disease_prediction ⭐ 49

Heart Disease prediction using 5 algorithms

Machine Learning Andrewng Deeplearning.ai ⭐ 49

Contains all course modules, exercises and notes of ML Specialization by Andrew Ng, Stanford Un. and DeepLearning.ai in Coursera

25daysinmachinelearning ⭐ 48

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

Upside Down Reinforcement Learning ⭐ 44

Upside-Down Reinforcement Learning (⅂ꓤ) implementation in PyTorch. Based on the paper published by Jürgen Schmidhuber.

Adventures With Ann ⭐ 41

All the code for a series of Medium articles on Approximate Nearest Neighbors

Gmm Em Python ⭐ 41

Python implementation of EM algorithm for GMM. And visualization for 2D case.

Bipropagation ⭐ 41

Minerva Training Materials ⭐ 41

Learn advanced data science on real-life, curated problems

Xgboost Smote Detect Fraud ⭐ 41

Can we predict accurately on the skewed data? What are the sampling techniques that can be used. Which models/techniques can be used in this scenario? Find the answers in this code pattern!

Environment to play around with algorithms and data

Assistant Skill Analysis ⭐ 39

Dialog Skill Analysis framework for Watson Assistant

Soomvaar ⭐ 39

Soomvaar is the repo which 🏩 contains different collection of 👨‍💻🚀code in Python and 💫✨Machine 👬🏼 learning algorithms📗📕 that is made during 📃 my practice and learning of ML and Python✨💥

Mljar Examples ⭐ 38

Examples how MLJAR can be used

Kaldi For Russian ⭐ 38

Graphs4sci ⭐ 38

Fake News Detection Project ⭐ 38

Final Year Fake News Detection using Machine learning Project with Report, PPT, Code, Research Paper, Documents and Video Explanation.

Customer_segmentation ⭐ 38

Analysing the content of an E-commerce database that contains list of purchases. Based on the analysis, I develop a model that allows to anticipate the purchases that will be made by a new customer, during the following year from its first purchase.

Simple Linear Regression Notebook ⭐ 35

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

Grokking Machine Learning ⭐ 35

This repo aims to contain different machine learning use cases along with the descriptions to the model architectures

Innovative Hacktober ⭐ 33

Make a pull request. Let's hack the ocktober in an innovative way.

Python Course ⭐ 33

Python Basics, Machine Learning and Deep Learning

Time Series Analysis And Forecasting With Python ⭐ 33

Time Series Analysis and Forecasting in Python

Machine_learning_cpp ⭐ 33

Machine Learning C++

ML-AI Community | Open Source | Built in Bharat for the World | Data science problem statements and solutions

Internshowcase ⭐ 30

Open Source Social Projects from AITS associates with 💝

Parallel random matrix tools and complexity for deep learning

Machinelearningseries ⭐ 28

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

Pro Machine Learning Algorithms ⭐ 28

Source Code for 'Pro Machine Learning Algorithms' by Kishore Ayyadevara

Reinforcement Learning ⭐ 27

Implementation of various Reinforcement Learning Algorithms

Machine Learning With Scikit Learn Python 3.x ⭐ 27

In general, a learning problem considers a set of n samples of data and then tries to predict properties of unknown data. If each sample is more than a single number and, for instance, a multi-dimensional entry (aka multivariate data), it is said to have several attributes or features. Learning problems fall into a few categories: supervised learning, in which the data comes with additional attributes that we want to predict (Click here to go to the scikit-learn supervised learning page).This

Ai Ml Ds Learning Series ⭐ 26

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

Face Detection And Facial Expression Recognition ⭐ 25

A systematic comparison of different machine learning & deep learning classification approaches applied to the problem of fully automatic recognition of Facial Expressions.

Datascience Mashup ⭐ 25

In this repo I will try to gather all of the projects related to data science with clean datasets and high accuracy models to solve real world problems.

Machine Learning Nd Portfolio ⭐ 25

Machine Learning Engineer Nanodegree portfolio, which includes projects and their notebooks/reports.

Svm From Scratch ⭐ 24

An Implementation of SVM - Support Vector Machines using Linear Kernel. This is just for understanding of SVM and its algorithm.

Machine Learning Tutorial ⭐ 23

Machine Learning Tutorial

100daysofmlcode ⭐ 23

Machine Learning Algorithms ⭐ 23

All Machine Learning Algorithms

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