Luca Fiaschi's repositories
fastbetabino
Superfast betabinomial fit implemented in Cython
udacity-traffic-sign-classifier
Build a Traffic Sign Recognition Project
simple-STORM
Data processing software for dSTORM super-resolution microscopy
udacity-vehicle-detection
Demo a sliding window classifier (Linear SVC on HOG features) to detect vehicles in a video
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
scikit-learn
scikit-learn: machine learning in Python
torch-ubuntu-gpu-ec2-install
Guide for installing Torch machine learning library onto a GPU EC2 instance running Ubuntu
udacity-behavioural-cloning-project
Use deep learning to train a self driving car.
ilastik
ilastik-shell, applets, and workflows to string them together.
udacity-transfer-learning-lab
Transfer learning experiments with Resnet, Inception-V3 and VGG. Part of Udacity nanodegree program.
CarND-Vehicle-Detection
Vehicle Detection Project
docker-flask-celery
Running a flask app and celery worker in the same docker container.
facebook-python-ads-sdk
An SDK built to facilitate application development for Facebook Ads API.
gmaps
Google maps for the IPython notebook.
lazyflow
lazy parallel ondemand zero copy numpy array data flows with caching and dirty propagation
or-tools
Google's Operations Research tools
pandas-gbq
Pandas Google Big Query
phusion-anaconda
A docker image based on phusion/baseimage that bundles some nice dotfiles and the anaconda python distribution
py_ml_utils
Some small utility modules to help with pandas, numpy and sklearn usage in other projects
pystruct
Simple structured learning framework for python
pystruct.github.io
pystruct website
scikit-image
Image Processing SciKit (Toolbox for SciPy)
spark
Mirror of Apache Spark
udacity-advanced-lane-finding-project
Demonstrate how to use computer vision to detect traffic lanes
udacity-aind-isolation
Demonstrate an agent able to play the game of Isolation using alpha beta pruning and iterative deepening
udacity-finding-lanes-on-road
Building a road lanes detector with image processing
udacity-sign-language-recognizer
Showcase use of Hidden Markov Models (HMMs) to recognise American Sign Language
udacity-sudoku
A sudoku solver using constraint propagation
volumina
Volume Slicing and Editing
xgboost
Large-scale and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, on single node, hadoop yarn and more.