liujing1023 Goto Github PK

100-days-of-ml-code

100-Days-Of-ML-Code中文版

adam-experiments

Experiments with Adam/AdamW/amsgrad

ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

ai-recommendersystem

该仓库尝试整理推荐系统领域的一些经典算法模型

algorithm-pattern

算法模板，最科学的刷题方式，最快速的刷题路径，你值得拥有~

amc

[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices

apan

awesome-gnn-research

My future research

awesome-knowledge-distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

awesome-knowledge-distillation-for-cv

Awesome Knowledge-Distillation for CV

awesome-public-datasets

A topic-centric list of HQ open datasets.

awesome-rspapers

Recommender System Papers

born_again_neuralnet

Unofficial pytorch implementation of Born-Again Neural Networks.

chatgpt_academic

科研工作专用ChatGPT/GLM拓展，特别优化学术Paper润色体验，模块化设计支持自定义快捷按钮&函数插件，支持代码块表格显示，Tex公式双显示，新增Python和C++项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持gpt-3.5/gpt-4/chatglm

cheatsheets

Official Matplotlib cheat sheets

ckd

Code for The Web Conference 2022 Paper "Collaborative Knowledge Distillation for Heterogeneous Information Network Embedding"

clr

conference-acceptance-rate

Acceptance rates for the major AI conferences

continual_learning_papers

Relevant papers in Continual Learning

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55个国家的300所大学用于教学。

daily-paper-computer-vision

记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文

dataset-examples

Samples for users of the Yelp Academic Dataset

dbviz

The official PyTorch implementation - Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility and Double Descent from the Decision Boundary Perspective (CVPR'22).

deep_gcns_torch

Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org

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[email protected] 版权所有，违权必究 Tan 2018.06

diffmg

[KDD 2021, Research Track] DiffMG: Differentiable Meta Graph Search for Heterogeneous Graph Neural Networks

dimensionality_reduction_alo_codes

特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

distill

dmgi

Unsupervised Attributed Multiplex Network Embedding (AAAI 2020)

dmkd

Distilling Multi-teacher Knowledge from Graph Neural Networks with Distinct Architectures