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An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Python Machine Learning Book ⭐ 11,645

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

Mlalgorithms ⭐ 9,318

Minimal and clean examples of machine learning algorithms implementations

Learn Data Science For Free ⭐ 4,899

This repositary is a combination of different resources lying scattered all over the internet. The reason for making such an repositary is to combine all the valuable resources in a sequential manner, so that it helps every beginners who are in a search of free and structured learning resource for Data Science. For Constant Updates Follow me in Twitter.

Machine_learning_basics ⭐ 3,754

Plain python implementations of basic machine learning algorithms

a delightful machine learning tool that allows you to train, test, and use models without writing code

Papers Literature Ml Dl Rl Ai ⭐ 1,798

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)

Machine_learning_refined ⭐ 1,574

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

Machine Learning Flappy Bird ⭐ 1,443

Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm

Tutorial ⭐ 800

Deeplearning Algorithms Tutorial

Hyperparameter_hunter ⭐ 635

Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries

Wtte Rnn ⭐ 580

WTTE-RNN a framework for churn and time to event prediction

Machine Learning Articles ⭐ 519

Monthly Series - Top 10 Machine Learning Articles

Ofxdarknet ⭐ 495

darknet neural network addon for openFrameworks

Machine learning algorithms for many-body quantum systems

Awesome Machine Learning Resources ⭐ 464

A curated list of awesome lists across all machine learning topics. | 机器学习/深度学习/人工智能一切主题 (学习范式/任务/应用/模型/道德/交叉学科/数据集/框架/教程) 的资源列表汇总。

Pretty Print Confusion Matrix ⭐ 408

Confusion Matrix in Python: plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib

Perceptron ⭐ 370

A flexible artificial neural network builder to analyse performance, and optimise the best model.

Machinelearning Deeplearning Code For My Youtube Channel ⭐ 311

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

Reservoirpy ⭐ 304

A simple and flexible code for Reservoir Computing architectures like Echo State Networks

Echotorch ⭐ 269

A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.

Library for automatic retraining and continual learning

Machine Learning Notebooks ⭐ 241

Machine Learning notebooks for refreshing concepts.

Color Accessibility Neural Network Deeplearnjs ⭐ 230

🍃 Using a Neural Network to improve web accessibility in JavaScript.

Learningx ⭐ 213

Deep & Classical Reinforcement Learning + Machine Learning Examples in Python

Ml Roadmap ⭐ 208

🤖 Roadmap to becoming a Machine Learning developer in 2020

Prophitbet Soccer Bets Predictor ⭐ 192

ProphitBet is a Machine Learning Soccer Bet prediction application. It analyzes the form of teams, computes match statistics and predicts the outcomes of a match using Advanced Machine Learning (ML) methods. The supported algorithms in this application are Neural Networks, Random Forests & Ensembl Models.

Machine_learning ⭐ 183

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

A simple machine learning framework written in Swift 🤖

Python package containing all custom layers used in Neural Networks (Compatible with PyTorch, TensorFlow and MegEngine)

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

Machine_learning_a Z ⭐ 130

Learning to create Machine Learning Algorithms

Machine Learning Algorithms ⭐ 107

A curated list of almost all machine learning algorithms and deep learning algorithms grouped by category.

Awesome Deep Learning ⭐ 105

Deep Learning resources

Machine Learning Models ⭐ 81

Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means

The C++ Neural Network and Machine Learning project is intended to provide a C++ template library for neural nets and machine learning algorithms within embedded systems

100daysofml ⭐ 67

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

Stock Price Trade Analyzer ⭐ 60

This is a Python 3.0 project for analyzing stock prices and methods of stock trading. It uses native Python tools and Google TensorFlow machine learning.

Awesome_machine_learning_solutions ⭐ 58

A curated list of repositories for my book Machine Learning Solutions.

Mljar Examples ⭐ 55

Examples how MLJAR can be used

A C++ implementation to create, visualize and train Convolutional Neural Networks

Coursera_ml_da_specialization ⭐ 53

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

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

EDUX is a developer friendly Java library for machine learning educational tasks

Bipropagation ⭐ 41

This is a basic implementation of a neural network for use in C and C++ programs. It is intended for use in applications that just happen to need a simple neural network and do not want to use needlessly complex neural network libraries.

Minerva Training Materials ⭐ 41

Learn advanced data science on real-life, curated problems

A Python package built on sklearn for running a series of classification Algorithms in a faster and easier way.

Hierarchical self-organizing maps for unsupervised pattern recognition

Artificial_neural_networks ⭐ 35

A collection of Methods and Models for various architectures of Artificial Neural Networks

Glossary ⭐ 33

https://machinelearning.wtf/ - An online glossary of machine learning terms.

Binary Neural Networks ⭐ 32

Implemented here a Binary Neural Network (BNN) achieving nearly state-of-art results but recorded a significant reduction in memory usage and total time taken during training the network.

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

Machine Learning Nd Portfolio ⭐ 25

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

Mnist Neural Network Deeplearnjs ⭐ 25

🍃 Using a Neural Network to recognize MNIST digets in JavaScript.

Word2vec.tools ⭐ 23

.Net Implementation for google word2vec tools.

Data Analysis ⭐ 22

Different types of data analytics projects : EDA, PDA, DDA, TSA and much more.....

Digitrecognizer ⭐ 22

Java Convolutional Neural Network example for Hand Writing Digit Recognition

Ml Algorithms ⭐ 21

Fully functional implementations of the most popularly used machine learning algorithms, in Python.

Event_representation_study ⭐ 21

Official PyTorch implementation of the ICCV 2023 paper: From Chaos Comes Order: Ordering Event Representations for Object Recognition and Detection.

Fortlearner ⭐ 21

Machine Learning Algorithms in Fortran

Self Driving Car ⭐ 20

Implemented a Convolutional Neural Network for end-to-end driving in a simulator using Tensorflow and Keras. The project involves training over 13,000 images in a unity3d simulator to steer the car successfully throughout the track

Daily Neural Network Practice 2 ⭐ 18

Daily Dose of Neural Network that Everyone Needs

Triadicmemory ⭐ 18

Cognitive Computing with Associative Memory

Deep Learning Notes ⭐ 18

🤖 Deep Learning notes and snippets

Neuralnetwork ⭐ 17

Very basic neural network implementation.

A Python package for efficient optimisation of real-space renormalization group transformations using Tensorflow.

Machinelearning ⭐ 17

Implementations of machine learning algorithm by Python 3

Python Tensorflow Webapp ⭐ 16

Emerging Technologies Project - 4th Year 2017

Neuroevolution Flappy Bird ⭐ 15

A comparison between humans, neuroevolution and multilayer perceptrons playing Flapy Bird implemented in Python

∂B nets: learning discrete, boolean-valued functions by gradient descent

Robust neural network surrogate for inertial confinement fusion

Scratchml ⭐ 14

Implementations of the Machine Learning models and algorithms from scratch using NumPy only.

Machinelearning ⭐ 13

From linear regression towards neural networks...

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

Perform Efficient ML/DL Modelling easily

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.

Deep Learning Machine Learning Ai Tensorflow Python ⭐ 11

🐍 A Collection of Notes for Learning & Understanding Deep Learning / Machine Learning / Artificial Intelligence (AI) with TensorFlow 🐍

Selected problems and their solutions from the book on "Machine Intelligence in Design Automation"

Gwent Daily Demo ⭐ 10

updated for gwent 6.1 patch. Now open source and free and no support and no updates ;)

Collection of Machine Learning Algorithms

Coaster Nn ⭐ 10

Coaster plugin for backend-agnostic Neural Network operations

A new library for all of the newest ai algorithms

Sudoku Image Solver ⭐ 9

A tool for solving sudoku puzzles with computer vision.

Big5 Personality Model Machine Learning ⭐ 9

Modelling Big Five Personality Inventory using Machine Learning algorithms

Tensorflow Getting Started ⭐ 9

Tensorflow Quick Introduction

Machine Learning Notebooks ⭐ 9

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

This repository contains Sentiment Classification, Word Level Text Generation, Character Level Text Generation and other important codes/notes on NLP. Python and Keras are used for implementation.

A tiny educational machine learning and neural network library in Python

Machine_learning_staff ⭐ 9

You will find all about Machine Learning, data visualization and ANN algorithms

Machine Learning Project Code ⭐ 9

A collection of Industry based Machine Learning projects for students and professionals who want to mention projects in their CVs, master ML algorithms, and prepare for ML interviews.

Mlkit_selfie_segmentation_android ⭐ 9

Selfie Segmentation in Android with MLKit APIs

Machine_learning_fundamentals ⭐ 8

To study and understand machine learning fundamental algorithms.

Agentsmith ⭐ 8

Нейронная сеть оптимизируемая с помощью генетического алгоритма. Задача агента контролируемого при помощи нейронной сети состоит в том, чтобы избегать контакта с противниками, как можно более длительное время.

Realtime_midas_depth_estimation_android ⭐ 8

Monocular Depth Estimation using MiDaS in Android

Neuralnetwork ⭐ 8

Neural network framework with simple FFNN implementation from scratch in Java

Pingpong Ai ⭐ 7

🤖 Pingpong artificial intelligence.

Machine_learning_workbench ⭐ 7

Workbench for practical machine learning in Ruby.

Neuromant.de Tutorials ⭐ 7

Tutorials zum Thema Neuronale Netze / Maschinelles Lernen (German / Deutsch)

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