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ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

android-development-resource

Android resources | Android 最全开发资源

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

app_security

awesome-conformal-prediction

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.

bayesian-machine-learning

Notebooks about Bayesian methods for machine learning

bayesian-neural-networks

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

bayesian-torch

A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch

beta-nll

beta-NLL introduced in our paper "On the Pitfalls of Heteroscedastic Uncertainty Estimation with Probabilistic Neural Networks" ICLR 2022

books

useful book on programming

cbm_codes_open

This repository contains data and code that implement common machine learning algorithms for machinery condition monitoring task.

convgp

Convolutional Gaussian processes based on GPflow.

convolutional-deep-gaussian-processes

deep-learning-in-phm

Deep learning in PHM，Deep learning in fault diagnosis，Deep learning in remaining useful life prediction

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deepcgp

Deep convolutional gaussian processes.

deepgp_approxep

see https://github.com/thangbui/geepee for a faster implementation

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

design-patterns-cpp

《大话设计模式》C++实现

easy-rl

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

efficient-transfer-fault-diagnosis--from-steady-speeds-to-time-varying-speeds

googletest

Googletest - Google Testing and Mocking Framework

gpy

Gaussian processes framework in python

hnu-idg-fd-code

The intelligent fault diagnosis methods of HNU IDG

incertae

Code for MC Dropout and Model Ensembling Uncertainty Estimate experiments

interview

📚 C/C++ 技术面试基础知识总结，包括语言、程序库、数据结构、算法、系统、网络、链接装载库等知识及面试经验、招聘、内推等信息。

journals-of-prognostics-and-health-management

智能故障诊断和寿命预测期刊（Journals of Intelligent Fault Diagnosis and Remaining Useful Life）

kaggle

Kaggle 项目实战（教程） = 文档 + 代码 + 视频（欢迎参与）