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ai-edu icon ai-edu

AI education materials for Chinese students, teachers and IT professionals.

ai-learn icon ai-learn

人工智能学习路线图,整理近200个实战案例与项目,免费提供配套教材,零基础入门,就业实战!包括:Python,数学,机器学习,数据分析,深度学习,计算机视觉,自然语言处理,PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

amwiki icon amwiki

amWiki 是一款由 JS 开发、依赖 Atom 或 Nodejs-Npm 的 Markdown 轻量级前端化开源文库系统

apue_notes icon apue_notes

《UNIX环境高级编程》中文第三版笔记

autograd icon autograd

Efficiently computes derivatives of numpy code.

barberbook icon barberbook

Solutions for David Barber's "Bayesian Reasoning and Machine Learning" Book

bayesian-neural-networks icon bayesian-neural-networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

bcd_dnn icon bcd_dnn

Block Coordinate Descent Methods in Deep Learning

clue icon clue

Code for the paper "Getting a CLUE: A Method for Explaining Uncertainty Estimates"

convnets-as-gps icon convnets-as-gps

Code for "Deep Convolutional Networks as shallow Gaussian Processes"

cs229-2018-autumn icon cs229-2018-autumn

All notes and materials for the CS229: Machine Learning course by Stanford University

cse515t icon cse515t

Materials for Bayesian Methods in Machine Learning Course

cyclegan icon cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

d3s icon d3s

D3S - Discriminative Single Shot Segmentation Tracker (CVPR 2020)

datasets icon datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

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