mohcinemadkour

Driven-Data-Challenge

Modelling-Time-Series-Data-with-Keras

Day level Customizable mortality prediction

computerscience

Free tech resources for faculty, students, and dev advocates for use in computer science courses, workshops, and hackathons.

MSCRED

Concise, modular implementation of Multi-Scale Convolutional Recurrent Encoder Decoder: https://arxiv.org/abs/1811.08055

Balancing-Interpretability-and-Predictive-Power-with-Cubist-Models

ShinyTimeseriesForecasting

Timeseries Forecasting with the forecast R package and Shiny, it shows a use case of using Timeseries Forecasting in order to identify trends and forecast into the future.

west-nile-virus-predictions

Forecasts the risk that any subsequent mosquitos will test positive for West Nile Virus (WNV) after any mosquitos have already been found to have WNV at a particular trap.

iets-development

IETS

OtmanMadkour

TimeSeries_Seq2Seq

This repo aims to be a useful collection of notebooks/code for understanding and implementing seq2seq neural networks for time series forecasting. Networks are constructed with keras/tensorflow.

seq2seq-neural-networks-for-time-series-forecasting

deepTCN

mimic3-benchmarks

Python suite to construct benchmark machine learning datasets from the MIMIC-III clinical database.

DataVersionControl

This is an example of using DVC

DataCamp

DataCamp data-science courses

text-summarization

Text summarization algorithm for the Capstone Project at Springboard code bootcamp

github-open-data-portal

dtaidistance

Time series distances: Dynamic Time Warping (DTW)

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

deeplearning-cats-dogs-tutorial

Twitter_Analytics

MLHyperparameterTuning

Example of using HyperDrive to tune a regular ML learner.

lstm_autoencoder_classifier

An LSTM Autoencoder for rare event classification

Talks

Slides and Materials related to my Talks

recommenders

Best Practices on Recommendation Systems

autoencoder_classifier

Autoencoder model for rare event classification

MAX-Breast-Cancer-Mitosis-Detector

Detect whether a mitosis exists in an image of breast cancer tumor cells

imbalanced-data

Notebook implementing techniques about imbalanced data

AIF360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)