Pinned Repositories
AI-and-competition
这里用来存储做人工智能项目的代码和参加数据挖掘比赛的代码
AI-RecommenderSystem
该仓库尝试整理推荐系统领域的一些经典算法模型
AI_Tutorial
精选机器学习，NLP，图像识别， 深度学习等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理。算法大牛笔记汇总
Algorithm-Practice-in-Industry
搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
Anomaly-ReactionRL
Using RL for anomaly detection in NSL-KDD
autogluon
awesome-anomaly-detection
A curated list of awesome anomaly detection resources
MLE-interview
该仓库记录搜索推荐算法工程师的必备面试知识点+paper
godofgeek's Repositories
godofgeek/AI-and-competition
这里用来存储做人工智能项目的代码和参加数据挖掘比赛的代码
godofgeek/AI-RecommenderSystem
该仓库尝试整理推荐系统领域的一些经典算法模型
godofgeek/AI_Tutorial
精选机器学习，NLP，图像识别， 深度学习等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理。算法大牛笔记汇总
godofgeek/Algorithm-Practice-in-Industry
搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）
godofgeek/annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
godofgeek/anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
godofgeek/autogluon
godofgeek/awesome-go
A curated list of awesome Go frameworks, libraries and software
godofgeek/awesome-imbalanced-learning
Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库
godofgeek/MLE-interview
该仓库记录搜索推荐算法工程师的必备面试知识点+paper
godofgeek/colab_ltv
godofgeek/Deep-Reinforcement-Learning-Algorithms-with-Pytorch
Clean, Robust, and Unified PyTorch implementation of popular DRL Algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)
godofgeek/DeepCTR
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
godofgeek/DeepRec
DeepRec is a high-performance recommendation deep learning framework based on TensorFlow. It is hosted in incubation in LF AI & Data Foundation.
godofgeek/DPLAN-Implementation
Paper Implementation
godofgeek/DPLAN_pytorch
This repository contains an implementation of an anomaly detection method called DPLAN, which is based on the reinforcement learning framework. The method is described in the paper "Toward Deep Supervised Anomaly Detection: Reinforcement Learning from Partially Labeled Anomaly Data" by Pang et al.
godofgeek/EasyRec
A framework for large scale recommendation algorithms.
godofgeek/go-study-index
Go 语言学习资料索引
godofgeek/HighwayEnv
A minimalist environment for decision-making in autonomous driving
godofgeek/LiMu
godofgeek/MARLlib
One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)
godofgeek/MCM
异常检测
godofgeek/onerec
在常规推荐系统算法和系统双优化的范式下，一线公司针对单个任务或单个业务的效果挖掘几乎达到极限。从2019年我们开始关注多种信息的萃取融合，提出了OneRec算法，希望通过平台或外部各种各样的信息来进行知识集成，打破数据孤岛，极大扩充推荐的“Extra World Knowledge”。 已实践的算法包括行为数据，内容描述，社交信息，知识图谱等。在OneRec，每种信息和整体算法的集成是可插拔的，这样的话一方面方便大家在自己的平台数据下灵活组合各种信息，另一方面方便开源共建，大家可以在上边集成自己的各种算法。今天分享的都是之前在线上验证过效果的工作，相关代码和论文已经开源在：。欢迎大家开源共建。
godofgeek/pymc-marketing
Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.
godofgeek/recommenders
Best Practices on Recommendation Systems
godofgeek/SciencePlots
Matplotlib styles for scientific plotting
godofgeek/ScientificPlot
I created this to help me plot my data and do analysis
godofgeek/test
godofgeek/tianshou
An elegant PyTorch deep reinforcement learning library.
godofgeek/Z-Lab
Z Lab数据实验室开源代码汇总