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algonotes

公众号【浅梦学习笔记】文章汇总:包含 排序&CXR预估，召回匹配，用户画像&特征工程，推荐搜索综合 计算广告，大数据，图算法，NLP&CV，求职面试 等内容

annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

autogl

An autoML framework & toolkit for machine learning on graphs.

avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

awesome-blockchain-papers

A curated list of academic blockchain-related papers

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

awesome-graph-self-supervised-learning

Awesome Graph Self-Supervised Learning

awesome-incremental-learning

Awesome Incremental Learning

awesome-self-supervised-learning-for-graphs

A curated list for awesome self-supervised learning for graphs.

bayesian-neural-networks

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

benchmarking-gnns

Repository for benchmarking graph neural networks

blockapi

A general framework for blockchain analytics

blocksci

A high-performance tool for blockchain science and exploration

building-a-multibranch-pipeline-project

For an advanced tutorial on how to use Jenkins to build a multibranch Pipeline project with selectively executed stages.

cgl-papers

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

continual-learning-papers

Continual Learning papers list, curated by ContinualAI

continualgnn

Streaming Graph Neural Networks via Continual Learning (CIKM 2020)

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

cplusplusthings

C++那些事

crypten

A framework for Privacy Preserving Machine Learning

cs231n.github.io

Public facing notes page

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球175所大学采用教学。

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deeplearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

deeplearningpython

neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

dig

A library for graph deep learning research

dive_into_deep_learning

✔️李沐 【动手学深度学习】课程学习笔记：使用pycharm编程，基于pytorch框架实现。

docker-series

Docker Series about containerizing ASP.NET Core app with MySQL..

dygnn