Pinned Repositories
500lines
500 Lines or Less
agents
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
AI_Tutorial
精华机器学习，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
AIBox
AI ToolBox
AlgoNotes
公众号【浅梦学习笔记】文章汇总:包含 排序&CXR预估，召回匹配，用户画像&特征工程，推荐搜索综合 计算广告，大数据，图算法，NLP&CV，求职面试 等内容
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）
DeepLearnToolbox
Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.
KNN
The Python implementation of KNN algorithm.
pulp
A python Linear Programming API
tensorflow
Open source software library for numerical computation using data flow graphs.
iiapache's Repositories
iiapache/agents
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
iiapache/AI_Tutorial
精华机器学习，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
iiapache/AIBox
AI ToolBox
iiapache/AlgoNotes
公众号【浅梦学习笔记】文章汇总:包含 排序&CXR预估，召回匹配，用户画像&特征工程，推荐搜索综合 计算广告，大数据，图算法，NLP&CV，求职面试 等内容
iiapache/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）
iiapache/awesome-2vec
Curated list of 2vec-type embedding models
iiapache/Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising
Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.
iiapache/Awesome-LLM
Awesome-LLM: a curated list of Large Language Model
iiapache/awesome-LLM-resourses
🧑🚀 全世界最好的中文LLM资料总结
iiapache/codellama
Inference code for CodeLlama models
iiapache/ColossalAI
Making large AI models cheaper, faster and more accessible
iiapache/data-structure-and-algorithm-study-notes
Computer Science fan's notes and blog, mostly about data structure and algorithm, also include other related topics: behavior question, object-oriented design, system design, database SQL and foundation knowledge
iiapache/DeepCTR
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
iiapache/DeepRec
DeepRec is a high-performance recommendation deep learning framework based on TensorFlow. It is hosted in incubation in LF AI & Data Foundation.
iiapache/EasyRec
A framework for large scale recommendation algorithms.
iiapache/EGES
iiapache/fun-rec
推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/
iiapache/FuxiCTR
A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io/tutorials
iiapache/horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
iiapache/interview_internal_reference
2021年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。
iiapache/llm_interview_note
主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题
iiapache/machine-learning-articles
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
iiapache/machine-learning-notes
This is the notes of the way of machine learning study. You may find something useful in it.
iiapache/Machine_Learning_Study_Path
机器学习过程中所看的书，视频和源码
iiapache/NLP-Interview-Notes
本项目是作者们根据个人面试和经验总结出的自然语言处理(NLP)面试准备的学习笔记与资料，该资料目前包含 自然语言处理各领域的 面试题积累。
iiapache/PolyEncoder
An unofficial implementation of Poly-encoder (Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring)
iiapache/python_for_data_analysis_2nd_chinese_version
《利用Python进行数据分析·第2版》
iiapache/reginx
Build a recommendation system from scratch
iiapache/TLeague
iiapache/torch-rechub
A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.