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a2-hcds-hcc-xiyu

HCDS Assignment 2

a3-hcds-hcc-bias

Assignment 3 for HCDS

a7-hcds-hcc-explanations

aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

awesome-xai-evaluation

Reference tables to introduce and organize evaluation methods and measures for explainable machine learning systems

best_ai_paper_2020

A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code

coursera-applied-machine-learning-with-python

This repository includes course assignments of applied machine learning with python on coursera by university of michigan.

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deeplearning.ai

fhe-toolkit-ios

IBM Fully Homomorphic Encryption Toolkit For iOS

fhe-toolkit-linux

IBM Fully Homomorphic Encryption Toolkit For Linux. This toolkit is a Linux based Docker container that demonstrates computing on encrypted data without decrypting it! The toolkit ships with two demos including a fully encrypted Machine Learning inference with a Neural Network and a Privacy-Preserving key-value search.

fhe-toolkit-macos

IBM Homomorphic Encryption Toolkit For MacOS

fibo

The Financial Industry Business Ontology (FIBO) defines the sets of things that are of interest in financial business applications and the ways that those things can relate to one another. In this way, FIBO can give meaning to any data (e.g., spreadsheets, relational databases, XML documents) that describe the business of finance.

github-slideshow

A robot powered training repository :robot:

githubdaily

GitHubDaily 分享内容定期整理与分类。欢迎推荐、自荐项目，让更多人知道你的项目。

glabs_data_science_learn

hcds

Projects and Assignments for the course Human-Centered Data Science

hcds-winter-2020

Lecture and Exercise Human-Centered Data Science by HCC.lab @ Freie Universität Berlin

lime

Lime: Explaining the predictions of any machine learning classifier

logseq

A privacy-first, open-source platform for knowledge management and collaboration. Desktop app download link: https://github.com/logseq/logseq/releases, roadmap: https://trello.com/b/8txSM12G/roadmap

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接

markdown-portfolio

prml

PRML algorithms implemented in Python

python-machine-learning-book

The "Python Machine Learning (1st edition)" book code repository and info resource

seminar_csma

Code Base for FU Seminar Critical Social Media Analysis

shap

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

siyuan

📕 思源笔记是一款本地优先的个人知识管理系统， 支持细粒度块级引用和 Markdown 所见即所得。SiYuan is a local-first personal knowledge management system, supports fine-grained block-level reference, and Markdown WYSIWYG.

stanford-cs-229-cn

A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译

tmfai

Course Notes and Materials for Module The Mind and Future of AI SS2021 (FU Berlin)

tonnetz-viz

TonnetzViz, an app for visualizing music using the Tonnetz