zhaobinNF's repositories
Aiops-Learning-Resources
收集AIOPS（智能运维），时间序列，异常检测，关联分析，告警收敛，根因分析，数据挖掘，机器学习，深度学习的学习资源。欢迎star。Collect learning resources for AIOPS (Intelligent Operation and Maintenance), time series, anomaly detection, correlation analysis, alarm convergence, root cause analysis, data mining, machine learning, and deep learning. Welcome star.
leetcode-master
LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀
AIOps-Challenge-2020-Data
The published dataset of AIOps Challenge 2020
AIOPS2021
AIOPS2021大赛，第一第一第一！！！
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
awesome-lane-detection
A paper list of lane detection.
CenterNet
Object detection, 3D detection, and pose estimation using center point detection:
Chinese-LLaMA-Alpaca
中文LLaMA&Alpaca大语言模型+本地CPU/GPU部署 (Chinese LLaMA & Alpaca LLMs)
chinese_chatbot_corpus
中文公开聊天语料库
CS224n-Reading-Notes
CS224n Reading Notes in Chinese 中文阅读笔记
daily_fudan
一键平安复旦小脚本，自动化快速上报疫情
DeepSpeedExamples
Example models using DeepSpeed
document-level-classification
超长文本分类（大于1000字）；文档级/篇章级文本分类；主要是解决长距离依赖问题
ESL-CN
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
FATE
An Industrial Grade Federated Learning Framework
LangChain-ChatGLM-Webui
基于LangChain和ChatGLM-6B等系列LLM的针对本地知识库的自动问答
LLaMA-Efficient-Tuning
Fine-tuning LLaMA with PEFT (PT+SFT+RLHF with QLoRA)
Megatron-DeepSpeed
Ongoing research training transformer language models at scale, including: BERT & GPT-2
Metis
Metis is a learnware platform in the field of AIOps.
mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
NLP_ability
总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力
nlp_paper_study
研读顶会论文，复现论文相关代码
quick_sentence_transformers
sentence-transformers to onnx
SegFormer
Official implementation of "SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers"
SRCNN_anomaly_detection
Challenge Cup 2021, time-series anomaly detection service.
stereo-transformer
Official Repo for Stereo Transformer: Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective with Transformers.
text2vec
text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。
TextCNN
A simple TextCNN pytorch implementation
two_sentences_classifier
Bert分类，语义相似度，获取句向量。