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Antoine's Projects

axadatachallenge icon axadatachallenge

Data challenge for AXA aimed at developing models for an inbound call forecasting system on a 7-day ahead basis.

data-analysis-101 icon data-analysis-101

Straightforward 2-class prediction task illustrating main machine learning methods

deep-ttf icon deep-ttf

Survival analsyis and time-to-failure predictive modeling using Weibull distributions and Recurrent Neural Networks in Keras

el_nino icon el_nino

Predict temperature in the Pacific El Nino zone on a 6-month ahead basis

fastapi-celery icon fastapi-celery

Minimal example utilizing fastapi and celery with RabbitMQ for task queue, Redis for celery backend and flower for monitoring the celery tasks.

incomedifferences icon incomedifferences

Implementation of Chernozhukov, Fernandez-Val et Melly (2013) method to explain quantile income gaps

pyldavis_dash icon pyldavis_dash

Custom Dash component to make pyLDAvis available in the Dash framework

transformers icon transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

vivaldi icon vivaldi

Assessment on decentralized Vivaldi algorithm implementation

window-closing icon window-closing

Dash custom component to make sure a message pops up whenever a user tries to close the app

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