acatovic Goto Github PK

aoc2021

Advent of Code 2021

codecarbon

Track emissions from Compute and recommend ways to reduce their impact on the environment.

funding

Uncovering funding trends in private capital

gomat

Package gomat is a simple matrix implemenation in Go. We make a light attempt at optimising cache locality, however it is by no means the most optimal implementation.

gonet

Gonet implements a simple fully-connected neural network. It uses a small matrix package from github.com/acatovic/gomat. Otherwise it is completely self-contained.

imagecluster

Algorithms for image clustering and retrieval

kth-traffic-counter

Project that estimates number of vehicles given LTE/4G radio frequency data.

kth-traffic-forecasting

Short-term traffic flow prediction using univariate forecasting models

lsa

Latent semantic analysis, based on seminal work from Dumais, Landauer and others.

paper-lunches

Notebooks and presentations related to papers discussed at our "paper lunch" events.

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

sklearn-docker-production

textrank

Simple and clean Python implementation of TextRank as per seminal paper by Rada Mihalcea and Paul Tarau. This implementation performs both keyword extraction as well as text summarization.