ckingdev

hlda

Gibbs sampler for the Hierarchical Latent Dirichlet Allocation topic model

MinHash

Example Python code for comparing documents using MinHash

hatespeech-twitter

unintended-ml-bias-analysis

MinSizeKmeans

A python implementation of KMeans clustering with minimum cluster size constraint (Bradley et al., 2000)

probability

Probabilistic reasoning and statistical analysis in TensorFlow

histwords

Collection of tools for building diachronic/historical word vectors

hyperbolics

Hyperbolic Embeddings

pyCRFsuite

python-crfsuite

A python binding for crfsuite

topdot

sgm

SGM in Pytorch

tensor-sc

Tensor spectral clustering.

2018-MLJ-Semi-supervised-feature-selection

Matlab code of the paper "Simple Strategies for Semi-Supervised Feature Selection", published in Machine Learning Journal

GEM

awesome-network-embedding

A curated list of network embedding techniques.

Flow-Geometric-Embedding-Algorithm

The analytical and numerical flow distance on network.

AllVec

Batch IS NOT Heavy: Learning Word Representations From All Samples

terashuf

terashuf shuffles multi-terabyte text files using limited memory

google-unlocked

Google Unlocked browser extension uncensor google search results

redditnetwork

Tools for accessing/processing Reddit data and constructing networks based on this data. (Not an API crawler.)

probabilistic-lexicon-classification

social-lstm

Socially-primed LSTM model to predict intercommunity conflict on Reddit.

bayesian-coresets

Automated Scalable Bayesian Inference

BSG

Bayesian Skip-gram model

slim

Surprisingly space efficient trie in Golang(11 bits/key; 100 ns/get).

deda

bullet

🚅 Interactive prompts made simple. Build a prompt like stacking blocks.

AdaBound

An optimizer that trains as fast as Adam and as good as SGD.

stanza

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages