Pinned Repositories
Ad-papers
Papers on Computational Advertising
Advertising-Paper-List
AI-System
Resources for AI System Education
Algorithm_Interview_Notes-Chinese
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
AlphaTree-graphic-deep-neural-network
AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
awesome-deep-reinforcement-learning
Curated list for Deep Reinforcement Learning (DRL): software frameworks, models, datasets, gyms, baselines...
awesome-deep-reinforcement-learning-in-finance
🔬 A collection for those AI (RL / DL / SL / Evoluation / Genetic Algorithm) used in financial market. otherwise, we add Technology Analysis / Alpha Research / Arbitrage and other useful strategies tools & docs in quantitative finance market.
DeepRec-1
推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction
LeetcodeTop
汇总各大互联网公司容易考察的高频leetcode题🔥
romanbrickie's Repositories
romanbrickie/LeetcodeTop
汇总各大互联网公司容易考察的高频leetcode题🔥
romanbrickie/Ad-papers
Papers on Computational Advertising
romanbrickie/AI-System
Resources for AI System Education
romanbrickie/AlphaTree-graphic-deep-neural-network
AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱
romanbrickie/applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
romanbrickie/awesome-machine-learning-interpretability
A curated list of awesome machine learning interpretability resources.
romanbrickie/benchmarking-gnns
Repository for benchmarking graph neural networks
romanbrickie/course-gitbook
Full Stack Deep Learning Online Course
romanbrickie/cudf
cuDF - GPU DataFrame Library
romanbrickie/debugging-ml-talk
Code accompanying the "Debugging machine learning in production" talk
romanbrickie/DeepCTR
Easy-to-use,Modular and Extendible package of deep-learning based CTR models.DeepFM,DeepInterestNetwork(DIN),DeepInterestEvolutionNetwork(DIEN),DeepCrossNetwork(DCN),AttentionalFactorizationMachine(AFM),Neural Factorization Machine(NFM),AutoInt,NFFM
romanbrickie/EffectiveTensorflow
TensorFlow tutorials and best practices.
romanbrickie/EssentialMath
romanbrickie/FATE
An Industrial Grade Federated Learning Framework
romanbrickie/GNN-Recommender-Systems
An index of recommendation algorithms that are based on Graph Neural Networks.
romanbrickie/GNNPapers
Must-read papers on graph neural networks (GNN)
romanbrickie/graph-based-deep-learning-literature
links to conference publications in graph-based deep learning
romanbrickie/interpretable-ml-book
Book about interpretable machine learning
romanbrickie/interview
romanbrickie/Learn-Algorithms
算法学习笔记
romanbrickie/leetcode-3
LeetCode Top 100 Liked Questions | Top Interview Questions | LeetCode 用户最喜欢的100题 | 面试最容易被问到的题
romanbrickie/LeetCode-Solutions-in-Good-Style
首页已经更新，希望能对大家有帮助。
romanbrickie/linghu-algorithm-templete
romanbrickie/LogicStack-LeetCode
公众号「宫水三叶的刷题日记」刷穿 LeetCode 系列文章源码
romanbrickie/Megatron-LM
Ongoing research training transformer models at scale
romanbrickie/Model-Interpretation
Overview of different model interpretability libraries.
romanbrickie/NeMo
NeMo: a toolkit for conversational AI
romanbrickie/NeMo-Framework-Launcher
Provides end-to-end model development pipelines for LLMs and Multimodal models that can be launched on-prem or cloud-native.
romanbrickie/NRLPapers
Must-read papers on network representation learning (NRL) / network embedding (NE)
romanbrickie/rtb-papers
A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.