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Baiwu Zhang's starred repositories

tf-seal

Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library

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SEAL-Python

Microsoft SEAL 4.X For Python

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Encrypted-machine-learning-with-simple-homomorphic-encryption

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air-conditioner

❄️ Yun Portable Air Conditoner. 云空调，便携小空调，为你的夏日带去清凉！

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Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

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Depix

Recovers passwords from pixelized screenshots

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TenSEAL

A library for doing homomorphic encryption operations on tensors

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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gcam-core

GCAM -- The Global Change Analysis Model

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model-remediation

Model Remediation is a library that provides solutions for machine learning practitioners working to create and train models in a way that reduces or eliminates user harm resulting from underlying performance biases.

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EconML

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

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python-paillier

A library for Partially Homomorphic Encryption in Python

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HElib

HElib is an open-source software library that implements homomorphic encryption. It supports the BGV scheme with bootstrapping and the Approximate Number CKKS scheme. HElib also includes optimizations for efficient homomorphic evaluation, focusing on effective use of ciphertext packing techniques and on the Gentry-Halevi-Smart optimizations.

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fhe-toolkit-macos

IBM Homomorphic Encryption Toolkit For MacOS

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SEAL

Microsoft SEAL is an easy-to-use and powerful homomorphic encryption library.

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shap

A game theoretic approach to explain the output of any machine learning model.

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fairlearn

A Python package to assess and improve fairness of machine learning models.

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interpret-community

Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.

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