ckingdev

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

percol

adds flavor of interactive filtering to the traditional pipe concept of UNIX shell

awesome-community-detection

A curated list of community detection research papers with implementations.

scikit-multiflow

A machine learning package for streaming data in Python. The other ancestor of River.

anndata

Annotated data.

static-frame

Immutable and statically-typeable DataFrames with runtime type and data validation

active_learning_coreset

Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach

SMART

Smarter Manual Annotation for Resource-constrained collection of Training data

autosklearn-zeroconf

autosklearn-zeroconf is a fully automated binary classifier. It is based on the AutoML challenge winner auto-sklearn. Give it a dataset with known outcomes (labels) and it returns a list of predicted outcomes for your new data. It even estimates the precision for you! The engine is tuning massively parallel ensemble of machine learning pipelines for best precision/recall.

HERec

Source code for TKDE 2018 "Heterogeneous information network embedding for recommendation"

pyemd

Accurate, efficient Earth Mover's Distance for Python (and MATLAB).

hate-speech-dataset

Hate speech dataset from Stormfront forum manually labelled at sentence level.

bbloom

go/golang: fast bit set Bloom filter

torchmf

matrix factorization in PyTorch

noisy_label

Code for the CVPR15 paper "Learning from Massive Noisy Labeled Data for Image Classification"

proxmin

Proximal optimization in pure python

reef

Automatically labeling training data

ml-annotate

Use ML-Annotate to label data for machine learning purposes

cyordereddict

Cython implementation of OrderedDict

BPR_MPR

BPR, Bayesian Personalized Ranking (BPR), extremely convenient BPR & Multiple Pairwise Ranking

dissect

EMU-webApp

The EMU-webApp is an online and offline web application for labeling, visualizing and correcting speech and derived speech data.

UnsupervisedHypernymy

Data and code for the experiments in: "Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection". Vered Shwartz, Enrico Santus and Dominik Schlechtweg. EACL 2017.

path2vec

Learning to represent shortest paths and other graph-based measures of node similarities with graph embeddings

graphx-labelpropagation

An implementation of label propagation from the paper "Learning from labeled and unlabeled data with label propagation"

SSWL

The Matlab code of the SSWL method proposed in our AAAI18 paper "Learning from Semi-Supervised Weak-Label Data"

supersense-data-twitter

Tweets annotated with coarse-grained sense labels (supersenses)

Legendre-decomposition

Legendre decomposition for tensors

newton-balancing

Matrix balancing algorithms