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Tarek Samaali's Projects

aas icon aas

Code to accompany Advanced Analytics with Spark from O'Reilly Media

alp icon alp

active learning in python

annoy icon annoy

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

awesome-scalability icon awesome-scalability

:bookmark: Daily-updated reading list for designing High Scalability :cherries:, High Availability :fire:, High Stability :mount_fuji: back-end systems - Pull requests are greatly welcome :two_men_holding_hands: I hope you will find this project helpful :four_leaf_clover: Please help me share it to more and more people :heart: Thank you - 谢谢 - धन्यवाद - ধন্যবাদ - Спасибо - شكرا - Merci - Gracias - Danke - Cảm ơn! :bow:

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dualist icon dualist

Interactive machine learning for text analysis

hadoop-book icon hadoop-book

Example source code accompanying O'Reilly's "Hadoop: The Definitive Guide" by Tom White

kaggle-learning icon kaggle-learning

Repository for sharing the knowledge from the learning path of Kaggle Learning. All contributions welcome :).

learning-rcpp icon learning-rcpp

My notes as I learn C++ and Rcpp for fast machine learning in R

lightgbm icon 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.

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones Python implementations of Machine Learning models and algorithms with a focus on transparency and accessibility. Aims to cover everything from Data Mining to Deep Learning.

mlls2015 icon mlls2015

Active Learning experiments for Machine Learning in Life Sciences Workshop ECML 2015

nlp-architect icon nlp-architect

NLP Architect by Intel AI Lab: Python library for exploring the state-of-the-art deep learning topologies and techniques for natural language processing and natural language understanding

repo-2018 icon repo-2018

Deep Learning Summer School files + Python Codes including Tensorflow

whatlies icon whatlies

Toolkit to help understand "what lies" in word embeddings. Also benchmarking!

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