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Top 41 online-learning open source projects

An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

✭ 196

python machine-learning neural-network scikit-learn text-classification word2vec text-mining word-embeddings supervised-learning fasttext gensim online-learning

Lycoris

A lightweight and easy-to-use deep learning framework with neural architecture search.

✭ 180

python deep-learning machine-learning neural-architecture-search online-learning

Nmflibrary

MATLAB library for non-negative matrix factorization (NMF): Version 1.8.1

✭ 153

matlab data-analysis machine-learning-algorithms bigdata matrix-factorization optimization-algorithms gradient-descent online-learning

Continuum

A clean and simple data loading library for Continual Learning

✭ 136

python pytorch dataset dataloader online-learning

Phpid Learning

🙋 Belajar daring bersama PHPID

✭ 125

hacktoberfest scss online-learning

River

🌊 Online machine learning in Python

✭ 2,980

python cython machine-learning data-science streaming streaming-data online-learning concept-drift incremental-learning online-machine-learning online-statistics

Online learning

Online Learning for Human Detection in 3D Point Clouds

✭ 97

ros tracking online-learning

Fwumious wabbit

Fwumious Wabbit, fast on-line machine learning toolkit written in Rust

✭ 96

rust machine-learning logistic-regression factorization-machines online-learning

Online Recurrent Extreme Learning Machine

Online-Recurrent-Extreme-Learning-Machine (OR-ELM) for time-series prediction, implemented in python

✭ 95

elm jupyter-notebook time-series online-learning

Roadmap

GitBook: OSCP RoadMap

✭ 89

python linux security penetration-testing infosec oscp online-learning

Siddhi

Stream Processing and Complex Event Processing Engine

✭ 1,185

java library cloud cloud-native cncf stream-processing cep online-learning

Hypergan

Composable GAN framework with api and user interface

✭ 1,104

python machine-learning pytorch computer-vision artificial-intelligence gan generative-adversarial-network unsupervised-learning online-learning

Online Svr

Implementation of Accurate Online Support Vector Regression in Python.

✭ 52

python machine-learning svm online-learning

Vowpal wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

✭ 7,815

C++Jupyter Notebook C#PLSQL python CMake machine-learning reinforcement-learning online-learning active-learning contextual-bandits learning-to-search

Angel

A Flexible and Powerful Parameter Server for large-scale machine learning

✭ 6,458

java scala Terra shell Jupyter Notebook Dockerfile machine-learning spark model spark-streaming online-learning parameter-server high-dimensional

Onlinemooc

Vue前台 + Django3.1 + DjangoRestful Framework + Ant Design Pro V4后台开发的在线教育网站及后台管理

✭ 587

python vue django django-rest-framework online-learning

Data Driven Web Apps With Flask

Course demo code and other hand-out materials for our data-driven web apps in Flask course

✭ 388

python python3 mongodb flask unit-testing course sqlalchemy fullstack online-learning

Boost Cookbook

Online examples from "Boost C++ Application Development Cookbook":

✭ 306

cpp cpp11 cpp17 cpp14 tutorial book tutorials boost teaching recipes online-learning

Train plus plus

Repo and code of the IEEE UIC paper: Train++: An Incremental ML Model Training Algorithm to Create Self-Learning IoT Devices

✭ 17

c C++machine-learning microcontroller optimization esp32 adafruit arduino-ide online-learning stm32f103 incremental-learning edge-computing classifier-training armcortexm4 armcortexm0

Competitive-Feature-Learning

Online feature-extraction and classification algorithm that learns representations of input patterns.

✭ 32

C++machine-learning compression feature-detection pattern pattern-classification threshold artificial-intelligence feature-extraction classification dimensionality-reduction pattern-recognition feature-learning online-learning competitive-learning

Ftrl-FFM

Field-aware factorization machine (FFM) with FTRL

✭ 25

C++python optimization logistic-regression fm ftrl online-learning ffm

flink-parameter-server

Parameter Server implementation in Apache Flink

✭ 51

scala Jupyter Notebook shell recsys flink online-learning flink-ml

oll-python

Online machine learning algorithms (based on OLL C++ library)

✭ 23

C++python machine-learning perceptron binary-classification online-learning alma

data aggregation

This repository contains the code for the CVPR 2020 paper "Exploring Data Aggregation in Policy Learning for Vision-based Urban Autonomous Driving"

✭ 26

python dagger autonomous-driving imitation-learning online-learning behavior-cloning data-distribution cvpr2020

python-libmf

No description or website provided.

✭ 24

C++python fast matrix-factorization out-of-core online-learning

Remote-Work-and-Study-Resources

Free services, tools, articles and other resources for remote workers and distance learners

✭ 49

classroom teaching remote-work video-conferencing online-learning online-course realtime-collaboration studying pandemic teaching-tools online-studies covid-19 covid-virus remote-study

EasyRec

A framework for large scale recommendation algorithms.

MiniVox

Code for our ACML and INTERSPEECH papers: "Speaker Diarization as a Fully Online Bandit Learning Problem in MiniVox".

✭ 15

Cuda matlab C++python shell c M paper speaker-recognition online-learning speaker-diarization contextual-bandits bandit-algorithms interspeech self-supervised-learning acml interspeech2020

efficient online learning

Efficient Online Transfer Learning for 3D Object Detection in Autonomous Driving

✭ 20

C++python Jupyter Notebook CMake deep-learning random-forest point-cloud autonomous-driving velodyne online-learning kitti-dataset 3d-object-detection

SGDLibrary

MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20

ML-MCU

Code for IoT Journal paper title 'ML-MCU: A Framework to Train ML Classifiers on MCU-based IoT Edge Devices'

✭ 28

c C++machine-learning microcontroller optimization gradient-descent online-learning incremental-learning edge-computing classifier-training sgd-optimizer armcortexm4 armcortexm0 tinyml

Online-Category-Learning

ML algorithm for real-time classification

✭ 67

python machine-learning algorithm optimization artificial-intelligence classification unsupervised-learning density-estimation online-learning online-algorithms classification-algorithm category-learning density-area

reinforcement learning course materials

Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University

wekinator-node

An SDK to interface with Wekinator over OSC

✭ 21

javascript machine-learning library hacktoberfest online-learning wekinator real-time-machine-learning wekinator-node

federated pca

Federated Principal Component Analysis Revisited!

✭ 30

matlab streaming decentralized pca dimensionality-reduction streaming-algorithms online-learning principal-components subspace-tracking differential-privacy federated-learning perturbation-mask federated-pca

books-ML-and-DL

.pdf Format Books for Machine and Deep Learning

✭ 105

machine-learning books deep-learning book machine-learning-algorithms buku online-learning

salt iccv2017

SALT (iccv2017) based Video Denoising Codes, Matlab implementation

✭ 26

matlab low-latency unsupervised-learning online-learning iccv state-of-the-art video-denoising

OLSTEC

OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1

tornado

The Tornado 🌪️ framework, designed and implemented for adaptive online learning and data stream mining in Python.

✭ 110

python data-stream adaptive-learning ddm online-learning adwin concept-drift incremental-learning drift-detection fhddm mddm eddm hddm

variants-of-rmsprop-and-adagrad

SC-Adagrad, SC-RMSProp and RMSProp algorithms for training deep networks proposed in

✭ 14

python deep-neural-networks deep-learning optimization keras online-learning adagrad rmsprop stochastic-gradient-descent

clink

Clink is a library that provides APIs and infrastructure to facilitate the development of parallelizable feature engineering operators that can be used in both C++ and Java runtime.

✭ 24

C++java Starlark shell MLIR machine-learning feature-engineering online-learning flink-streaming

1-41 of 41 online-learning projects