fvinas
Software engineer & data scientist Head of Data Analytics & AI / Chief Data Scientist @ Allianz Trade
Paris, France
Pinned Repositories
annoy
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
businessplots
A Python / Matplotlib toolkit to quickly draw business & consulting-style quality plots.
elih
ELIH: Explain Machine Learning predictions like I'm a human
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.
multi_sqs_listener
Simple Python wrapper to listen to multiple AWS SQS queues with different priorities - handles both short and long polling.
pex
A library and tool for generating .pex (Python EXecutable) files
tf_aws_lambda_ip_whitelist
An AWS Lambda-based mechanism to allow temporary IP whitelisting via security groups
tf_rds_bootstrap
A terraform module to provide a simple AWS RDS database bootstrap (typically running SQL code to create users, DB schema, ...)
xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow
fvinas's Repositories
fvinas/multi_sqs_listener
Simple Python wrapper to listen to multiple AWS SQS queues with different priorities - handles both short and long polling.
fvinas/tf_rds_bootstrap
A terraform module to provide a simple AWS RDS database bootstrap (typically running SQL code to create users, DB schema, ...)
fvinas/elih
ELIH: Explain Machine Learning predictions like I'm a human
fvinas/tf_aws_lambda_ip_whitelist
An AWS Lambda-based mechanism to allow temporary IP whitelisting via security groups
fvinas/businessplots
A Python / Matplotlib toolkit to quickly draw business & consulting-style quality plots.
fvinas/ML-From-Scratch
Bare bones Python implementations of some of the fundamental Machine Learning models and algorithms.
fvinas/pex
A library and tool for generating .pex (Python EXecutable) files
fvinas/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.
fvinas/xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow
fvinas/aws_logging_handlers
AWS integration for python logging handlers(S3, Kinesis)
fvinas/bpython
bpython - A fancy curses interface to the Python interactive interpreter
fvinas/deep-learning
Repo for the Deep Learning Nanodegree Foundations program.
fvinas/DeepBach
code accompanying "DeepBach: a Steerable Model for Bach Chorales Generation" paper
fvinas/eli5
A library for debugging machine learning classifiers and explaining their predictions
fvinas/incubator-airflow
Apache Airflow (Incubating)
fvinas/interpret
Fit interpretable models. Explain blackbox machine learning.
fvinas/ipywidgets
IPython widgets for the Jupyter Notebook
fvinas/kube-sqs-autoscaler
Kubernetes pod autoscaler based on queue size in AWS SQS
fvinas/LightGBM
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.
fvinas/lime
Lime: Explaining the predictions of any machine learning classifier
fvinas/mlflow
Open source platform for the machine learning lifecycle
fvinas/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
fvinas/papermill
📚 Parameterize, execute, and analyze notebooks
fvinas/pyppeteer
Headless chrome/chromium automation library (unofficial port of puppeteer)
fvinas/python-sqs-listener
A very simple native Python wrapper for listening, and sending to, an AWS SQS queue
fvinas/scikit-learn
scikit-learn: machine learning in Python
fvinas/slack-progress
A realtime progress bar for Slack -- slightly modified to work with Python 2
fvinas/smart_open
Utils for streaming large files (S3, HDFS, gzip, bz2...)
fvinas/terraform
Terraform is a tool for building, changing, and combining infrastructure safely and efficiently.
fvinas/watchtower
Python CloudWatch Logging: Log Analytics and Application Intelligence