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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.

datasketch

MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++

deepimpact

deeprm

Resource Management with Deep Reinforcement Learning (HotNets '16)

disk-backed-map

A simple java disk backed map

distributed-and-cluster-computing

Course materials for CSC 496, Special Topic in Complex Systems, at West Chester University of Pennsylvania

dnd-5e-latex-template

A Small Template For 5e D&D Material

docker-cheat-sheet

Docker Cheat Sheet

docker-hadoop-build

Docker contaier to build Apache Hadoop, based on https://github.com/sequenceiq/docker-hadoop-build

docker-spark

dotfiles

Personal dotfiles repository

dpr-scale

Scalable training for dense retrieval models.

drhard

Optimizing DR with hard negatives and achieving SOTA first-stage retrieval performance on TREC DL Track (SIGIR 2021 Full Paper).

ef4j

Elias-Fano Succinct Data Structures for Java

eloquentmicroml

Eloquent algorithms of Machine learning for microcontrollers

executors

C++ library for executors

failure-detectors

Agreement in Asynchronous Distributed Systems

faiss_tips

Some useful tips for faiss

federated-learning-pytorch

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

fel

Fast Entity Linker Toolkit for training models to link entities to KnowledgeBase (Wikipedia) in documents and queries.

filesystemmap

Interact with your FileSystem as if it were a Map.

freebase-triples

A methodology to process triples data from the Freebase data dumps.

fuzzydecisiontreespark

generalized-kmeans-clustering

This project generalizes the Spark MLLIB Batch and Streaming K-Means clusterers in every practical way.

git

Some (hopefully) ready-to-use notes to start working with Git.

google-interview-university

A complete daily plan for studying to become a Google software engineer.

gossip

An Mavenized Apache V2 gossip implementation for Java

graph-bisection

Dhulipala, Laxman, et al. "Compressing Graphs and Indexes with Recursive Graph Bisection." arXiv preprint arXiv:1602.08820 (2016).

hadoop-docker

Hadoop docker image

hadoopinternals

Several diagrams describing Apache Hadoop internals (2.3.0 or later).