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Jean-Rene Gauthier's Projects

accelerated-data-science icon accelerated-data-science

ADS offers a friendly user interface, with objects and methods that cover all the steps involved in the lifecycle of machine learning models, from data acquisition to model evaluation and interpretation. Requires: Python >= 3.7, < 3.10

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

modeldb icon modeldb

A system to manage machine learning models

models icon models

Models and examples built with TensorFlow

network-intrusion-webinar icon network-intrusion-webinar

Repo containing supporting material of the webinar entitled "Detecting IoT Networking Intrusion with Plotly" on April 25, 2018

oci-data-science-ai-samples icon oci-data-science-ai-samples

This repo contains a series of tutorials and code examples highlighting different features of the OCI Data Science and AI services, along with a release vehicle for experimental programs.

ocifs icon ocifs

ocifs provides a POSIX-compatible API wrapping Oracle Cloud Infrastructure's (OCI) Object Storage. ocifs is a python library that relies on the fsspec framework.

oreilly-intro-to-predictive-clv icon oreilly-intro-to-predictive-clv

Repo that contains the supporting material for O'Reilly Webinar "An Intro to Predictive Modeling for Customer Lifetime Value" on Feb 28, 2017

sacred icon sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

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