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awesome-adversarial-machine-learning

A curated list of awesome adversarial machine learning resources

awesome-causality-algorithms

An index of algorithms for learning causality with data

awesome-cv-foundational-models

awesome-learning-with-label-noise

A curated list of resources for Learning with Noisy Labels

awesome-multimodal-large-language-models

:sparkles::sparkles:Latest Papers and Datasets on Multimodal Large Language Models, and Their Evaluation.

awesome-parameter-efficient-transfer-learning

A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.

awesome-responsible-multimodal-recsys

Collections about this topic

awesome-state-space-models

Collection of papers on state-space models

camel

🐫 CAMEL: Communicative Agents for “Mind” Exploration of Large Language Model Society (NeruIPS'2023) https://www.camel-ai.org

causal_inference_python_code

Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

chrischen.github.io

cleancodehandbook

data-science-notes

数据科学的笔记以及资料搜集

esl-cn

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

fairneg

Code for our WWW'23 paper. Fairly Adaptive Negative Sampling for Recommendations

flexiblereflectionremoval

gnnpapers

Must-read papers on graph neural networks (GNN)

graph-adversarial-learning

A curated collection of adversarial attack and defense on graph data.

grb

Graph Robustness Benchmark: A scalable, general, unified, and reproducible benchmark for evaluating adversarial robustness of Graph Machine Learning

human-centered-machine-learning

Schedule and Syllabus for Human-Centered Machine learning.

learning_research

本人博士期间的科研经验

leetcode

note

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

llm-agent-paper-list

The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

llm4rec-awesome-papers

A list of awesome papers and resources of recommender system on large language model (LLM).

matlabfunc

Matlab codes for feature learning

microlens

A huge rec dataset with raw text/audio/image/videos provided (Talk Invited at DeepMind).

mixup

Implementation of the mixup training method

mmdetection

Open MMLab Detection Toolbox with PyTorch

notes-python

中文 Python 笔记