resolutions-2019A list of data mining and machine learning papers that I implemented in 2019.
Stars: ✭ 19 (-44.12%)
Awesome Graph ClassificationA collection of important graph embedding, classification and representation learning papers with implementations.
Stars: ✭ 4,309 (+12573.53%)
FSCNMFAn implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".
Stars: ✭ 16 (-52.94%)
walkletsA lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).
Stars: ✭ 94 (+176.47%)
PDNThe official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)
Stars: ✭ 44 (+29.41%)
RolXAn alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
Stars: ✭ 52 (+52.94%)
M-NMFAn implementation of "Community Preserving Network Embedding" (AAAI 2017)
Stars: ✭ 119 (+250%)
REGALRepresentation learning-based graph alignment based on implicit matrix factorization and structural embeddings
Stars: ✭ 78 (+129.41%)
EulerA distributed graph deep learning framework.
Stars: ✭ 2,701 (+7844.12%)
GraphembeddingImplementation and experiments of graph embedding algorithms.
Stars: ✭ 2,461 (+7138.24%)
AlinkAlink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
Stars: ✭ 2,936 (+8535.29%)
QGNNQuaternion Graph Neural Networks (ACML 2021) (Pytorch and Tensorflow)
Stars: ✭ 31 (-8.82%)
TriDNRTri-Party Deep Network Representation, IJCAI-16
Stars: ✭ 72 (+111.76%)
NMFADMMA sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).
Stars: ✭ 39 (+14.71%)
EvalneSource code for EvalNE, a Python library for evaluating Network Embedding methods.
Stars: ✭ 67 (+97.06%)
dgcnnClean & Documented TF2 implementation of "An end-to-end deep learning architecture for graph classification" (M. Zhang et al., 2018).
Stars: ✭ 21 (-38.24%)
GE-FSGGraph Embedding via Frequent Subgraphs
Stars: ✭ 39 (+14.71%)
OpenANEOpenANE: the first Open source framework specialized in Attributed Network Embedding. The related paper was accepted by Neurocomputing. https://doi.org/10.1016/j.neucom.2020.05.080
Stars: ✭ 39 (+14.71%)
GraphCNN-GANGraph-convolutional GAN for point cloud generation. Code from ICLR 2019 paper Learning Localized Generative Models for 3D Point Clouds via Graph Convolution
Stars: ✭ 50 (+47.06%)
amrOfficial adversarial mixup resynthesis repository
Stars: ✭ 31 (-8.82%)
bookworm📚 social networks from novels
Stars: ✭ 72 (+111.76%)
dee2Digital Expression Explorer 2 (DEE2): a repository of uniformly processed RNA-seq data
Stars: ✭ 32 (-5.88%)
heidiheidi : tidy data in Haskell
Stars: ✭ 24 (-29.41%)
multiscorerA module for allowing the use of multiple metric functions in scikit's cross_val_score
Stars: ✭ 21 (-38.24%)
ECG analysisNo description or website provided.
Stars: ✭ 32 (-5.88%)
pair2vecpair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference
Stars: ✭ 62 (+82.35%)
modelscriptREPO MOVED TO https://github.com/repetere/jsonstack-data - Data Science and Machine learning in JavaScript
Stars: ✭ 40 (+17.65%)
tree-huggerA light-weight, extendable, high level, universal code parser built on top of tree-sitter
Stars: ✭ 96 (+182.35%)
hh researchАвтоматизация поиска и исследования вакансий с сайта hh.ru (Headhunter) с помощью методов Python. Классификация данных, поиск статистических параметров.
Stars: ✭ 36 (+5.88%)
ParametricUMAP paperParametric UMAP embeddings for representation and semisupervised learning. From the paper "Parametric UMAP: learning embeddings with deep neural networks for representation and semi-supervised learning" (Sainburg, McInnes, Gentner, 2020).
Stars: ✭ 132 (+288.24%)
TCEThis repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).
Stars: ✭ 51 (+50%)
TIGERPython toolbox to evaluate graph vulnerability and robustness (CIKM 2021)
Stars: ✭ 103 (+202.94%)
LeetCodeAt present contains scraped data from around 1500 problems present on the site. More to follow....
Stars: ✭ 45 (+32.35%)
deep-hyperedgesNew Algorithms for Learning on Hypergraphs
Stars: ✭ 21 (-38.24%)
neuromanticLatest Data Science Materials
Stars: ✭ 27 (-20.59%)
non-api-fb-scraperScrape public FaceBook posts from any group or user into a .csv file without needing to register for any API access
Stars: ✭ 40 (+17.65%)
rl singing voiceUnsupervised Representation Learning for Singing Voice Separation
Stars: ✭ 18 (-47.06%)
tsplib95Library for working with TSPLIB files.
Stars: ✭ 48 (+41.18%)
coord-simLightweight flow-level simulator for inter-node network and service coordination (e.g., in cloud/edge computing or NFV).
Stars: ✭ 33 (-2.94%)
simsgSemantic Image Manipulation using Scene Graphs (CVPR 2020)
Stars: ✭ 49 (+44.12%)
GLOM-TensorFlowAn attempt at the implementation of GLOM, Geoffrey Hinton's paper for emergent part-whole hierarchies from data
Stars: ✭ 32 (-5.88%)
reprieveA library for evaluating representations.
Stars: ✭ 68 (+100%)
iwwAI based web-wrapper for web-content-extraction
Stars: ✭ 61 (+79.41%)
meta-embeddingsMeta-embeddings are a probabilistic generalization of embeddings in machine learning.
Stars: ✭ 22 (-35.29%)
interpretable-mlTechniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.
Stars: ✭ 17 (-50%)
TailCalibXPytorch implementation of Feature Generation for Long-Tail Classification by Rahul Vigneswaran, Marc T Law, Vineeth N Balasubramaniam and Makarand Tapaswi
Stars: ✭ 32 (-5.88%)
PySPODA Python package for spectral proper orthogonal decomposition (SPOD).
Stars: ✭ 50 (+47.06%)
fa2lForce Atlas 2 graph layout
Stars: ✭ 33 (-2.94%)