byzhang

aarith

An arbitrary precision number library for C++

calibration-framework

Python Framework to calibrate confidence estimates of classifiers like Neural Networks

clipping-algorithms

A Pytorch(1.4.0) implementation for training neural networks with clipping algorithms on various datasets.

CommEfficient

PyTorch for benchmarking communication-efficient distributed SGD optimization algorithms

conclave

Query compiler for secure multi-party computation.

CPR

TensorFlow implementation of our paper: Cross Pairwise Ranking for Unbiased Item Recommendation (WWW'22)

d3p

An implementation of the differentially private variational inference algorithm for NumPyro.

DDFM

The official implementation of the CIKM2023 paper “Dually Enhanced Delayed Feedback Modeling for Streaming Conversion Rate Prediction"

Deep-Learning-with-GDP-Tensorflow

Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"

DeepGBM

Implementation for the paper "DeepGBM: A Deep Learning Framework Distilled by GBDT for Online Prediction Tasks", which has been accepted by KDD'2019.

DSANForAAAI2021

edward2

A simple probabilistic programming language.

fast-dpsgd

Code for fast dpsgd implementations in JAX/TF

fawkes

Fawkes, privacy preserving tool against facial recognition systems. More info at http://sandlab.cs.uchicago.edu/fawkes

FedProx

Federated Optimization in Heterogeneous Networks (MLSys '20)

gdp-edgeworth

google-research

Google Research

MACH

Extreme Classification in Log Memory via Count-Min Sketch

MOTION2NX

A framework for generic hybrid two-party computation and private inference with neural networks

N-BEATS

node-1

Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data

OpenMatch

An open source library for candidate item matching

qlib

Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies.

QSARMPC_DTIMPC

Secure multiparty computation for privacy-preserving drug discovery

remark

A simple, in-browser, markdown-driven slideshow tool.

SIDP

Robust Differentially Private Training of Deep Neural Networks

suggested-notation-for-machine-learning

This introduces a suggestion of mathematical notation protocol for machine learning.

TabNet

TabNet: Attentive Interpretable Tabular Learning (Pytorch implementation)

tf-TabNet

A Tensorflow 2.0 implementation of TabNet.

viaduct

An extensible compiler for cryptography.