Pinned Repositories
autonomee
A simulator/client/server that features autonomous localization (using a 'particle filter') and distant control of an arduino/raspberry pi powered car.
bio-data-workshop
A workshop about data analysis with Python, focused on biosciences
deepqn
Simple neural-net based Q-learning, applied to games on OpenAI's gym.
flickr-datamining
A datamining project aiming to detect interest points from a database of geolocalized Flickr photos.
haiku-generator
A haiku generator (built in Python, using NLTK)
image-segmentation
Interactive Graph Cuts for Optimal Boundary & Region Segmentation of Objects in N-D Images
python-data-workshop
Code and slides for a workshop I'm hosting on Python and its useful data-processing/machine learning capabilities.
receval
A framework to compare recommender systems using various metrics
tv-inspector
An experiment to classify TV shows using features like words used in their close-captions, etc.
word2rec
A general purpose recommender system based on word2vec
halflings's Repositories
halflings/python-data-workshop
Code and slides for a workshop I'm hosting on Python and its useful data-processing/machine learning capabilities.
halflings/autonomee
A simulator/client/server that features autonomous localization (using a 'particle filter') and distant control of an arduino/raspberry pi powered car.
halflings/image-segmentation
Interactive Graph Cuts for Optimal Boundary & Region Segmentation of Objects in N-D Images
halflings/receval
A framework to compare recommender systems using various metrics
halflings/haiku-generator
A haiku generator (built in Python, using NLTK)
halflings/word2rec
A general purpose recommender system based on word2vec
halflings/bio-data-workshop
A workshop about data analysis with Python, focused on biosciences
halflings/jigsaw-toxic-comments
Taking a stab at Jigsaw's toxic comment classification competition: https://www.kaggle.com/c/jigsaw-toxic-comment-classification-challenge
halflings/zellij-factory
Generating "zellij" (Moroccan mosaics) algorithmically
halflings/bid_ma_investigation
Scraping data from and investigating the suspicious bid.ma service, looking for patterns in their data.
halflings/cifar-dnn
Applying some neural net models (CNN for classification, VAE, GAN) on the CIFAR-10 dataset.
halflings/crosscultural-media
Using sentiment analysis to detect cultural differences regarding various topics
halflings/miotono
A small robot, meets Raspberry Pi, meets reinforcement learning!
halflings/search-engine
A search engine built from the ground up.
halflings/deepqn
Simple neural-net based Q-learning, applied to games on OpenAI's gym.
halflings/classifier
Organize files in your directory instantly, by classifying them into different folders
halflings/credit-card-fraud
Experimenting with credit card fraud detection.
halflings/danfojs
Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.
halflings/epic-map
A map generator that is not *that* epic.
halflings/flask-base
A basic Flask setup I often reuse for my projects (with bootstrap, jquery, ...)
halflings/hots-analysis
Analysis of Heroes of the Storm data (using raw hotslog data)
halflings/kachsim
Me and my brother are going to *try* to write a little simulation game as a way to practice Python and programming in general.
halflings/kaggle-bootstrap
Some reusable code for kaggle competitions
halflings/lobbystalker
Reading and analysing data from OpenSecrets.org
halflings/movielens-recs
Benchmarking collaborative filtering algorithms (mostly Weighted ALS) on the movielens dataset.
halflings/not-a-game
This is (probably) not a game.
halflings/opensubtitles-parser
download, extract, parse and tokenize the opensubtitles dataset with this script
halflings/terrasim
Messing around with pyglet. Mostly trying to test things to be potentially used in: https://github.com/halflings/kachsim
halflings/tv-inspector-2
Trying to revive an old project (https://github.com/halflings/tv-inspector) with newly learned skills!
halflings/whats-cooking
Code for the kaggle competition "What's Cooking?"