unsupervised-machine-learning

There are 58 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 3006
opencog / opencog
A framework for integrated Artificial Intelligence & Artificial General Intelligence (AGI)
agi learning learning-algorithm natural-language natural-language-inference natural-language-understanding robot-controller robotics unsupervised-learning unsupervised-learning-algorithms unsupervised-machine-learning
Language:Scheme 2328
theainerd / MLInterview
:octocat: A curated awesome list of AI Startups in India & Machine Learning Interview Guide. Feel free to contribute!
interview machine-learning data-science-interview statistics sql natural-language-processing machine-learning-interview data-science ai-careers deep-learning reinforcement-learning unsupervised-machine-learning awesome-list
518
CVLAB-Unibo / Real-time-self-adaptive-deep-stereo
Code for "Real-time self-adaptive deep stereo" - CVPR 2019 (ORAL)
tensorflow stereo-vision domain-adaptation online-adaptation dispnet madnet unsupervised-machine-learning cvpr2019 cvpr2019-oral deep-stereo-network pretrained-weights
Language:Python 418
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 320
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 311
DualRL
luofuli / DualRL
A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer (IJCAI 2019)
text-style-transfer dual-learning unsupervised-machine-learning reinceforcement-learning
Language:Python 262
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 203
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.
machine-learning python3 api analysis unsupervised-machine-learning clustering tf-idf raw-text pytorch convolutional-networks long-short-term-memory classification
Language:Python 160
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 135
bupt-ai-cz / HHCL-ReID
Hard-sample Guided Hybrid Contrast Learning for Unsupervised Person Re-Identification
re-identification unsupervised-machine-learning
Language:Python 133
genular / pandora
PANDORA - Predictive Analytics aNd Data Oriented Research Applications :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 133
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 130
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 122
soypat / mu8
Genetic algorithm for unsupervised machine learning in Go.
genetic-algorithm machine-learning algorithm go-generics golang-generics genetic-algorithms island-model optimization optimization-algorithms unsupervised-machine-learning go golang evolutionary-algorithm
Language:Go 120
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 99
classix
nla-group / classix
Fast and explainable clustering in Python
algorithm classification clustering cython data-analysis data-mining data-science database dataset explainable-ml machine-learning python unsupervised-learning unsupervised-machine-learning visualization
Language:Python 97
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 89
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 87
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 84
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
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.
gee gee-python-api google-earth-engine gee-tutorials google-earth-engine-tutorials classification satellite-imagery supervised-classification-methods unsupervised-learning unsupervised-machine-learning earth-engine-classification gee-tutorial gee-application
Language:JavaScript 78
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 augmenting-topologies neat neural-network neuroevolution reinforcement-learning reinforcement-learning-algorithms unsupervised-learning unsupervised-machine-learning
Language:Go 74
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 73
alexeyev / abae-pytorch
PyTorch implementation of 'An Unsupervised Neural Attention Model for Aspect Extraction' by He et al. ACL2017'
nlp pytorch-implementation pytorch aspect-extraction topic-modeling unsupervised-machine-learning autoencoder
Language:Python 66
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 64
Ashleshk / Machine-Learning-A-Z-hands-on-Python-And-R-in-data-Science
Repository For Codes And Concept Taught in Udemy Course
machine-learning deep-learning deep-neural-networks cnn rnn ann supervised-machine-learning unsupervised-machine-learning clustering-algorithm clustering reinforcement-learning eclat apiori decison-trees random-forest natural-language-processing
Language:Python 61
CarsonScott / HSOM
Hierarchical self-organizing maps for unsupervised pattern recognition
ai artificial artificial-intelligence artificial-intelligence-algorithms artificial-neural-network classification classifier classifier-training deep-learning deep-neural-networks machine-learning machine-learning-algorithms ml multiclass-classification neural-network self-organization self-organizing-map unsupervised-clustering unsupervised-learning unsupervised-machine-learning
Language:Python 59
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 48
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 44
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 42
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 42
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 41
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
neuroevolution neat novelty-search golang artificial-neural-networks augmenting-topologies unsupervised-learning unsupervised-machine-learning unsupervised-learning-algorithms reinforcement-learning-algorithms modular-ai explainable-ai explainable-artificial-intelligence
Language:Go 37
Machine_Learning
SudhakarKuma / Machine_Learning
A repository of resources for understanding the concepts of machine learning/deep learning.
machine-learning imbalanced-data seaborn-plots smote f1-score supervised-machine-learning unsupervised-machine-learning clustering preprocessing critical-concepts dimensionality-reduction knn-classification bagging boosting datacamp-machine-learning summer-school iiith datacamp-projects
Language:Jupyter Notebook 36
doxakis / HdbscanSharp
HDBSCAN in C#
clustering-algorithm hdbscan unsupervised-machine-learning
Language:C# 32

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

jiaxiaogang / HELIX_THEORY

bupt-ai-cz / HHCL-ReID

genular / pandora

sharmapratik88 / AIML-Projects

naver / tldr

soypat / mu8

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

nla-group / classix

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

LaxmiChaudhary / Amzon-Product-Recommendation

bupt-ai-cz / IAST-ECCV2020

usnistgov / pyMCR

krishnakafle / gee-tutorials

yaricom / goNEAT

ioangatop / srVAE

alexeyev / abae-pytorch

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

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

CarsonScott / HSOM

microsoft / Data-Discovery-Toolkit

ziatdinovmax / pyroVED

AmirAli5 / Machine-Learning

benedekrozemberczki / NMFADMM

jundsp / VAE-BSS

yaricom / goNEAT_NS

SudhakarKuma / Machine_Learning

doxakis / HdbscanSharp