ICDI0906

HighPerfLLMs2024

LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

wormhole

Deprecated

rabit

Reliable Allreduce and Broadcast Interface for distributed machine learning

JavaGuide

「Java学习+面试指南」一份涵盖大部分 Java 程序员所需要掌握的核心知识。准备 Java 面试，首选 JavaGuide！

LeetcodeTop

汇总各大互联网公司容易考察的高频leetcode题🔥

JavaFamily

【Java面试+Java学习指南】 一份涵盖大部分Java程序员所需要掌握的核心知识。

GMAN

GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAAI-2020.

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

indrnn

TensorFlow implementation of Independently Recurrent Neural Networks

Graph-WaveNet

graph wavenet

PRML

PRML algorithms implemented in Python

graph_nets

Build Graph Nets in Tensorflow

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

GNNPapers

Must-read papers on graph neural networks (GNN)

zju-icicles

浙江大学课程攻略共享计划

ML-WSL

A brief introduction to weakly supervised learning

scikit-learn

scikit-learn: machine learning in Python

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

Design-Pattern

包含了java 中23种设计模式

traclus

Trajectory Clustering: A Partition-and-Group Framework(2007)算法实现

Swarm

Swarm Mining Relaxed Temporal Moving Object Cluster(2010) Swarm算法实现

PrefixSpan

PrefixSpan: Mining Sequential Patterns Efficiently by Prefix-Projected Pattern Growth算法实现

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍