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aby

ABY - A Framework for Efficient Mixed-protocol Secure Two-party Computation

aliaslda

alitianchi

allenai

anago

Bidirectional LSTM-CRF for Sequence Labeling. Easy-to-use and state-of-the-art performance.

annoy

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

anonymization

This project is about applying k-anonymity principle to tables of relational data. Later on, the centralized algorithms will be modified so as to be executed in a distributed manner.

archistar-smc

Secret sharing library for the Archistar multi-cloud BFT system.

arctic-captions

arx

ARX is a comprehensive open source data anonymization tool aiming to provide scalability and usability. It supports various anonymization techniques, methods for analyzing data quality and re-identification risks and it supports well-known privacy models, such as k-anonymity, l-diversity, t-closeness and differential privacy.

astrid-r

Automatic Structure Identification - An R-package for finding statistically significant attribute interactions with classifiers

caffe

Caffe: a fast open framework for deep learning.

cgbn

CGBN: CUDA Accelerated Multiple Precision Arithmetic (Big Num) using Cooperative Groups

chainer-faster-rcnn

Faster R-CNN with Chainer

chatbot-retrieval

Dual LSTM Encoder for Dialog Response Generation

cnn-for-sentence-classification-in-keras

Convolutional Neural Networks for Sentence Classification in Keras

colossalai

Making big AI models cheaper, easier, and more scalable

communitydetection

Implements of community detection algorithms

criteo_dsp_ctr

display ads ctr

decision-trees

Privacy Preserving Decision Trees

deepface

Face analysis mainly based on Caffe. At this time, face analysis tasks like detection, alignment and recognition have been done.

deepinterestnetwork

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

difacto

Distributed Factorization Machines

difacto_dmlc

Distributed FM and LR based on Parameter Server with Ftrl

differential-privacy-library

Diffprivlib: The IBM Differential Privacy Library

dist-lr

A distributed logistic regression system based on ps-lite.

dl-models-for-qa

Keras DL models to answer 8th grade science multiple choice questions (Kaggle AllenAI competition).

easyml

Easy Machine Learning is a general-purpose dataflow-based system for easing the process of applying machine learning algorithms to real world tasks.