Topic: unsupervised-learning

MLEveryday / 100-Days-Of-ML-Code

100-Days-Of-ML-Code中文版

machine-learning python 100-days-of-ml-code chinese-simplified infographics tutorial jupyter-notebook tensorflow keras supervised-learning unsupervised-learning deep-learning

Jupyter Notebook Updated Feb 5, 2019

afshinea / stanford-cs-229-machine-learning

7.1k

VIP cheatsheets for Stanford's CS 229 Machine Learning

cheatsheet machine-learning data-science supervised-learning unsupervised-learning deep-learning ml-cheatsheet cs229

Updated Feb 17, 2019

php-ai / php-ml

6.7k

PHP-ML - Machine Learning library for PHP

php machine-learning classification cross-validation feature-extraction artificial-intelligence neural-network data-science dataset machine-learning-algorithms machine-learning-library machine unsupervised-learning regression data-mining dimensionality-reduction supervised-learning

PHP Updated Mar 20, 2019 4 issues need help

owainlewis / awesome-artificial-intelligence

4.6k

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers

machine-learning machine-intelligence artificial-intelligence reinforcement-learning intelligent-systems deep-learning intelligent-machines ai statistical-learning unsupervised-learning neural-network

Updated Mar 20, 2019

rasbt / mlxtend

2.1k

A library of extension and helper modules for Python's data analysis and machine learning libraries.

python machine-learning data-science data-mining association-rules supervised-learning unsupervised-learning

Python Updated Mar 15, 2019 2 issues need help

opencog / opencog

1.7k

A framework for integrated Artificial Intelligence & Artificial General Intelligence (AGI)

agi natural-language natural-language-inference natural-language-understanding robotics robot-controller learning learning-algorithm unsupervised-learning unsupervised-machine-learning unsupervised-learning-algorithms

Scheme Updated Mar 22, 2019

yzhao062 / pyod

1.6k

A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)

outlier-detection anomaly-detection outlier-ensembles outliers anomaly python machine-learning data-mining unsupervised-learning python2 python3 fraud-detection autoencoder neural-networks deep-learning data-science data-analysis

Python Updated Mar 20, 2019 3 issues need help

tinghuiz / SfMLearner

982

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

deep-learning depth-prediction visual-odometry self-supervised-learning unsupervised-learning

Jupyter Notebook Updated Oct 15, 2018

HyperGAN / HyperGAN

911

Composable GAN framework with api and user interface

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

Python Updated Mar 21, 2019 2 issues need help

carpedm20 / DiscoGAN-pytorch

807

PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

gan generative-model unsupervised-learning pytorch

Jupyter Notebook Updated Mar 26, 2018

yunjey / domain-transfer-network

773

TensorFlow Implementation of Unsupervised Cross-Domain Image Generation

tensorflow domain-transfer unsupervised-learning image-generation

Python Updated Jun 6, 2018

artix41 / awesome-transfer-learning

735

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

transfer-learning domain-adaptation unsupervised-learning paper awesome-list

Updated Feb 26, 2019

pathak22 / context-encoder

522

[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs

image-inpainting context-encoders unsupervised-learning machine-learning generative-adversarial-network deep-learning computer-vision gan dcgan computer-graphics

Lua Updated Feb 17, 2018

RubixML / RubixML

467

A high-level machine learning library that allows you to build programs that learn from data using the PHP language.

PHP Updated Mar 21, 2019

hollobit / All-About-the-GAN

465

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

Python Updated Oct 3, 2018

jason718 / awesome-self-supervised-learning

446

A curated list of awesome Self-Supervised methods

unsupervised-learning machine-learning computer-vision self-supervised reinforcement-learning

Updated Mar 15, 2019

altosaar / variational-autoencoder

404

Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)

vae machine-learning tensorflow variational-autoencoder variational-inference probabilistic-graphical-models deep learning deep-learning deep-neural-networks pytorch unsupervised-learning autoregressive-neural-networks

Python Updated Mar 21, 2019

Atcold / pytorch-CortexNet

319

PyTorch implementation of the CortexNet predictive model

pytorch video deep-learning predictive-modeling self-supervised unsupervised-learning

Jupyter Notebook Updated Nov 28, 2018

DenisTome / Lifting-from-the-Deep-release

311

Implementation of "Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image"

deep-learning 2d-human-pose 3d-human-pose mixture-model human-pose-estimation convolutional-neural-networks ppca unsupervised-learning

Python Updated Jun 8, 2018

JustGlowing / minisom

285

🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps

machine-learning vector-quantization som neural-networks unsupervised-learning manifold-learning self-organizing-map clustering outlier-detection

Python Updated Mar 8, 2019

voxelmorph / voxelmorph

249

Unsupervised Learning for Image Registration

image-registration image-alignment machine-learning deep-learning probabilistic diffeomorphism unsupervised-learning

Python Updated Mar 11, 2019

ysh329 / Chinese-UFLDL-Tutorial

242

[UNMAINTAINED] 非监督特征学习与深度学习中文教程，该版本翻译自新版 UFLDL Tutorial 。建议新人们去学习斯坦福的CS231n课程，该门课程在网易云课堂上也有一个配有中文字幕的版本。

unsupervised-learning convolutional-neural-networks supervised-neural-network sparse-autoencoders exercise taught-learning

Updated Mar 13, 2018

benedekrozemberczki / awesome-community-detection

232

A curated list of community detection research papers with implementations.

Updated Mar 12, 2019

rinuboney / ladder

222

Ladder network is a deep learning algorithm that combines supervised and unsupervised learning.

ladder-network deep-learning-algorithms unsupervised-learning

Python Updated Mar 16, 2017

zhirongw / lemniscate.pytorch

206

Unsupervised Feature Learning via Non-parametric Instance Discrimination

computer-vision deep-learning unsupervised-learning imagenet pytorch nce cvpr2018 representation-learning

Python Updated Sep 3, 2018

gregversteeg / CorEx

205

CorEx or "Correlation Explanation" discovers a hierarchy of informative latent factors. This reference implementation…

python machine-learning unsupervised-learning information-theory

Python Updated Jun 2, 2017

inejc / paragraph-vectors

202

📄 A PyTorch implementation of Paragraph Vectors (doc2vec)

doc2vec neural-networks machine-learning deep-learning nlp pytorch unsupervised-learning

Python Updated Jun 3, 2018 5 issues need help

aayushbansal / Recycle-GAN

200

Unsupervised Video Retargeting (e.g. face to face, flower to flower, clouds and winds, sunrise and sunset)

generative-adversarial-network unsupervised-learning videos face-to-face video-manipulation

Python Updated Jan 28, 2019

pathak22 / unsupervised-video

186

[CVPR 2017] Unsupervised deep learning using unlabelled videos on the web

unsupervised-learning deep-learning video-processing video-segmentation machine-learning computer-vision motion-segmentation feature-learning

Lua Updated Jan 16, 2019

mjdietzx / GAN-Sandbox

177

Vanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to …

deep-learning gan infogan generative-adversarial-network machine-learning artificial-intelligence tensorflow keras unsupervised-learning

Python Updated May 18, 2017

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unsupervised-learning

Repositories 661