fvinas Goto Github PK

followers: 7.0 following: 5.0 repos: 33.0 gists: 0.0

Name: Fabien Vinas

Type: User

Bio: Software engineer & data scientist Head of Data Analytics & AI / Chief Data Scientist @ Allianz Trade

Location: Paris, France

Fabien Vinas's Projects

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

aws_logging_handlers

AWS integration for python logging handlers(S3, Kinesis)

bpython

bpython - A fancy curses interface to the Python interactive interpreter

businessplots

A Python / Matplotlib toolkit to quickly draw business & consulting-style quality plots.

cordova-plugin-googleplus

:heavy_plus_sign: Cordova plugin to login with Google Plus on iOS and Android

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deepbach

code accompanying "DeepBach: a Steerable Model for Bach Chorales Generation" paper

eli5

A library for debugging machine learning classifiers and explaining their predictions

elih

ELIH: Explain Machine Learning predictions like I'm a human

interpret

Fit interpretable models. Explain blackbox machine learning.

ipywidgets

IPython widgets for the Jupyter Notebook

kube-sqs-autoscaler

Kubernetes pod autoscaler based on queue size in AWS SQS

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

lime

Lime: Explaining the predictions of any machine learning classifier

luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

ml-from-scratch

Bare bones Python implementations of some of the fundamental Machine Learning models and algorithms.

mlflow

Open source platform for the machine learning lifecycle

multi_sqs_listener

Simple Python wrapper to listen to multiple AWS SQS queues with different priorities - handles both short and long polling.

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more