unsupervised-machine-learning

There are 59 repositories under unsupervised-machine-learning topic.

greyhatguy007 / Machine-Learning-Specialization-Coursera
Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
andrew-ng andrew-ng-machine-learning coursera coursera-assignment coursera-specialization deep-learning linear-regression logistic-regression machine-learning python solutions supervised-machine-learning unsupervised-machine-learning tensorflow recommendation-system unsupervised-learning decision-trees neural-network mooc
Language:Jupyter Notebook 3786
opencog / opencog
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
Language:Scheme 2346
theainerd / MLInterview
:octocat: A curated awesome list of AI Startups in India & Machine Learning Interview Guide. Feel free to contribute!
ai-careers awesome-list data-science data-science-interview deep-learning interview machine-learning machine-learning-interview natural-language-processing reinforcement-learning sql statistics unsupervised-machine-learning
522
CVLAB-Unibo / Real-time-self-adaptive-deep-stereo
Code for "Real-time self-adaptive deep stereo" - CVPR 2019 (ORAL)
cvpr2019 cvpr2019-oral deep-stereo-network dispnet domain-adaptation madnet online-adaptation pretrained-weights stereo-vision tensorflow unsupervised-machine-learning
Language:Python 420
he4o
jiaxiaogang / he4o
螺旋熵减系统
agi artificial-general-intelligence helix learning-algorithm unsupervised-learning-algorithms unsupervised-machine-learning decision-system thinking-machine brain-inspired-computation brain-simulations brain-inspired-ai computational-neuroscience neuron-models neuromorphic-computing theory-of-helix
Language:Objective-C 322
seanwood / gcc-nmf
Real-time GCC-NMF Blind Speech Separation and Enhancement
speech-separation speech-enhancement gcc-nmf nmf real-time real-time-processing speech speech-processing cross-correlation generalized-cross-correlation low-latency machine-learning unsupervised-machine-learning dictionary-learning gcc tdoa ipython-notebook speaker
Language:Python 316
DualRL
luofuli / DualRL
A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer (IJCAI 2019)
dual-learning reinceforcement-learning text-style-transfer unsupervised-machine-learning
Language:Python 263
snrazavi / Machine_Learning_2018
Codes and Project for Machine Learning Course, Fall 2018, University of Tabriz
machine-learning regression classification logistic-regression neural-networks support-vector-machines clustering dimensionality-reduction pca recommender-system anomaly-detection python linear-regression supervised-learning unsupervised-machine-learning gradient-descent backpropagation
Language:Jupyter Notebook 211
adobe / stringlifier
Stringlifier is on Opensource ML Library for detecting random strings in raw text. It can be used in sanitising logs, detecting accidentally exposed credentials and as a pre-processing step in unsupervised ML-based analysis of application text data.
analysis api classification clustering convolutional-networks long-short-term-memory machine-learning python3 pytorch raw-text tf-idf unsupervised-machine-learning
Language:Python 164
sharmapratik88 / AIML-Projects
Projects I completed as a part of Great Learning's PGP - Artificial Intelligence and Machine Learning
supervised-machine-learning machine-learning knearest-neighbor-algorithm random-forest machinelearningprojects unsupervised-machine-learning logistic-regression support-vector-machines decision-tree-classifier gradient-boosting-classifier statistics ensemble-machine-learning oversampling data-science data-visualization datascienceproject recommendation-system catboost nlp computer-vision
Language:Jupyter Notebook 142
HELIX_THEORY
jiaxiaogang / HELIX_THEORY
螺旋熵减理论
agi helix theory-of-helix artificial-general-intelligence learning-algorithm unsupervised-learning-algorithms unsupervised-machine-learning decision-system thinking-machine computational-neuroscience neuromorphic-computing brain-inspired-computation neuron-models brain-inspired-ai brain-simulations
Language:Objective-C 138
genular / pandora
PANDORA :computer:
machine-learning systems-biology data-science data-visualization data-mining pandora bioinformatics biomarkers clinical-data clustering data-integration drug-discovery genomic-data-analysis microbiome predictive-analytics transcriptomics tsne umap unsupervised-machine-learning
Language:Vue 135
bupt-ai-cz / HHCL-ReID
Hard-sample Guided Hybrid Contrast Learning for Unsupervised Person Re-Identification
re-identification unsupervised-machine-learning
Language:Python 134
naver / tldr
TLDR is an unsupervised dimensionality reduction method that combines neighborhood embedding learning with the simplicity and effectiveness of recent self-supervised learning losses
dimensionality-reduction manifold-learning pytorch-implementation unsupervised-machine-learning
Language:Python 124
soypat / mu8
Genetic algorithm for unsupervised machine learning in Go.
algorithm evolutionary-algorithm genetic-algorithm genetic-algorithms go go-generics golang golang-generics island-model machine-learning optimization optimization-algorithms unsupervised-machine-learning
Language:Go 123
shantanu1109 / Coursera-DeepLearning.AI-Stanford-University-Machine-Learning-Specialization
This Repository contains Solutions to the Quizes & Lab Assignments of the Machine Learning Specialization (2022) from Deeplearning.AI on Coursera taught by Andrew Ng, Eddy Shyu, Aarti Bagul, Geoff Ladwig.
reinforcement-learning supervised-machine-learning unsupervised-machine-learning linear-regression logistic-regression gradient-descent multiple-linear-regression regularization anomaly-detection artificial-neural-networks kmeans-clustering recommender-system tensorflow tree-ensemble xgboost
Language:Jupyter Notebook 114
classix
nla-group / classix
Fast and explainable clustering in Python
clustering database machine-learning algorithm cython python explainable-ml data-analysis data-mining data-science dataset classification unsupervised-learning unsupervised-machine-learning visualization
Language:Python 110
Writing-Styles-Classification-Using-Stylometric-Analysis
Hassaan-Elahi / Writing-Styles-Classification-Using-Stylometric-Analysis
✍️ An intelligent system that takes a document and classifies different writing styles within the document using stylometric techniques.
plagiarism-detection k-means-clustering authorship-attribution lexical-features readability-scores vocabulary-richness unsupervised-machine-learning principal-component-analysis clustering-algorithm writing-styles-detection intrinsic-plagiarism-detection stylometric-features writing-styles-extraction artificial-intelligence clustered-chunks-of-text authorship-analysis natural-language-processing nlp-machine-learning self-archive-research stylometric-techniques
Language:Python 101
krishnakafle / gee-tutorials
This code base is collection of codes that are freely available for google earth engine. This is the collection of tutorials prepared by multiple individuals that were shared publicly as documents for learning purposes. These documents has been converted to web pages and are made easy access to the normal users via web page.
classification earth-engine-classification gee gee-application gee-python-api gee-tutorial gee-tutorials google-earth-engine google-earth-engine-tutorials satellite-imagery supervised-classification-methods unsupervised-learning unsupervised-machine-learning
Language:JavaScript 96
LaxmiChaudhary / Amzon-Product-Recommendation
Building Recommendation Model for the electronics products of Amazon
recommender-systems collaborative-filtering singular-value-decomposition popularity-recommender machine-learning unsupervised-machine-learning
Language:Jupyter Notebook 93
bupt-ai-cz / IAST-ECCV2020
IAST: Instance Adaptive Self-training for Unsupervised Domain Adaptation (ECCV 2020) https://teacher.bupt.edu.cn/zhuchuang/en/index.htm
self-training gta5 semantic-segmentation cityscapes unsupervised-machine-learning domain-adaptation synthia eccv2020
Language:Python 82
usnistgov / pyMCR
pyMCR: Multivariate Curve Resolution for Python
unsupervised-learning unsupervised-machine-learning unsupervised-learning-algorithms multivariate spectroscopy hyperspectral hyperspectral-data multivariate-curve-resolution mixture-modeling self-modeling-mixture-analysis
Language:Python 80
ioangatop / srVAE
VAE with RealNVP prior and Super-Resolution VAE in PyTorch. Code release for https://arxiv.org/abs/2006.05218.
vae vae-pytorch super-resolution representation-learning unsupervised-learning unsupervised-machine-learning pytorch python3 generative-model variational-autoencoder cifar10 cifar-10
Language:Python 77
goNEAT
yaricom / goNEAT
The GOLang implementation of NeuroEvolution of Augmented Topologies (NEAT) method to evolve and train Artificial Neural Networks without error back propagation
artificial-neural-networks neuroevolution neat augmenting-topologies unsupervised-learning unsupervised-machine-learning neural-network reinforcement-learning-algorithms reinforcement-learning
Language:Go 75
Ashleshk / Machine-Learning-A-Z-hands-on-Python-And-R-in-data-Science
Repository For Codes And Concept Taught in Udemy Course
ann apiori clustering clustering-algorithm cnn decison-trees deep-learning deep-neural-networks eclat machine-learning natural-language-processing random-forest reinforcement-learning rnn supervised-machine-learning unsupervised-machine-learning
Language:Python 70
slalit360 / Data-Science-ML-Cheat-Sheet-Books-Oreilly-
Data Science + ML Cheat Sheet collection by me
cheat-sheets machine-learning-algorithms numpy python pandas bokeh matplotlib supervised-learning unsupervised-machine-learning scipy seaborn
Language:Jupyter Notebook 70
alexeyev / abae-pytorch
PyTorch implementation of 'An Unsupervised Neural Attention Model for Aspect Extraction' by He et al. ACL2017'
aspect-extraction autoencoder nlp pytorch pytorch-implementation topic-modeling unsupervised-machine-learning
Language:Python 66
CarsonScott / HSOM
Hierarchical self-organizing maps for unsupervised pattern recognition
neural-network self-organizing-map self-organization unsupervised-learning classification multiclass-classification classifier classifier-training artificial artificial-intelligence artificial-neural-network machine-learning machine-learning-algorithms artificial-intelligence-algorithms ai ml deep-learning deep-neural-networks unsupervised-machine-learning unsupervised-clustering
Language:Python 61
microsoft / Data-Discovery-Toolkit
A data discovery and manipulation toolset for unstructured data
azure-synapse blip clustering-methods keras machine-learning openai powerbi unsupervised-machine-learning cognitivesearch evaluation-metrics search
Language:Jupyter Notebook 52
ziatdinovmax / pyroVED
Invariant representation learning from imaging and spectral data
encoder-decoder-model variational-autoencoder probabilistic-programming pyro spectral-data image-data unsupervised-machine-learning scale-invariance rotation-invariant translation-invariant semi-supervised-learning vae semi-supervised-vae
Language:Python 48
AmirAli5 / Machine-Learning
In this repo, all about Machine Learning and I covered both Supervised and Unsupervised Learning Techniques with Practical Implementation. Everything from scratch and I solved a lot of different problems with different Machine Learning techniques either related to Healthcare, E-commerce, Sports, or Daily Business Issues.
machine-learning supervised-machine-learning unsupervised-machine-learning
Language:Jupyter Notebook 45
NMFADMM
benedekrozemberczki / NMFADMM
A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).
nmf factorization matrix-factorization lda pca principal-components principal-component-analysis embedding word-embedding word2vec deepwalk node2vec admm optimization unsupervised-learning unsupervised-machine-learning feature-extraction sparse-matrix beta-divergence topic-modeling
Language:Python 45
VAE-BSS
jundsp / VAE-BSS
Unsupervised blind source separation of mixed images and sounds with variational auto-encoders.
unsupervised-machine-learning audio deep-learning pytorch separation image-segmentation music-information-retrieval
Language:Python 44
Machine_Learning
SudhakarKuma / Machine_Learning
A repository of resources for understanding the concepts of machine learning/deep learning.
bagging boosting clustering critical-concepts datacamp-machine-learning datacamp-projects dimensionality-reduction f1-score iiith imbalanced-data knn-classification machine-learning preprocessing seaborn-plots smote summer-school supervised-machine-learning unsupervised-machine-learning
Language:Jupyter Notebook 38
yaricom / goNEAT_NS
This project provides GOLang implementation of Neuro-Evolution of Augmenting Topologies (NEAT) with Novelty Search optimization aimed to solve deceptive tasks with strong local optima
artificial-neural-networks augmenting-topologies explainable-ai explainable-artificial-intelligence golang modular-ai neat neuroevolution novelty-search reinforcement-learning-algorithms unsupervised-learning unsupervised-learning-algorithms unsupervised-machine-learning
Language:Go 38
doxakis / HdbscanSharp
HDBSCAN in C#
unsupervised-machine-learning hdbscan clustering-algorithm
Language:C# 34

unsupervised-machine-learning

greyhatguy007 / Machine-Learning-Specialization-Coursera

opencog / opencog

theainerd / MLInterview

CVLAB-Unibo / Real-time-self-adaptive-deep-stereo

jiaxiaogang / he4o

seanwood / gcc-nmf

luofuli / DualRL

snrazavi / Machine_Learning_2018

adobe / stringlifier

sharmapratik88 / AIML-Projects

jiaxiaogang / HELIX_THEORY

genular / pandora

bupt-ai-cz / HHCL-ReID

naver / tldr

soypat / mu8

shantanu1109 / Coursera-DeepLearning.AI-Stanford-University-Machine-Learning-Specialization

nla-group / classix

Hassaan-Elahi / Writing-Styles-Classification-Using-Stylometric-Analysis

krishnakafle / gee-tutorials

LaxmiChaudhary / Amzon-Product-Recommendation

bupt-ai-cz / IAST-ECCV2020

usnistgov / pyMCR

ioangatop / srVAE

yaricom / goNEAT

Ashleshk / Machine-Learning-A-Z-hands-on-Python-And-R-in-data-Science

slalit360 / Data-Science-ML-Cheat-Sheet-Books-Oreilly-

alexeyev / abae-pytorch

CarsonScott / HSOM

microsoft / Data-Discovery-Toolkit

ziatdinovmax / pyroVED

AmirAli5 / Machine-Learning

benedekrozemberczki / NMFADMM

jundsp / VAE-BSS

SudhakarKuma / Machine_Learning

yaricom / goNEAT_NS

doxakis / HdbscanSharp