zhulei227

zhulei227's Stars

• donnemartin/system-design-primer

  Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

  Language:Python272k6.5k32045.8k

• labuladong/fucking-algorithm

  刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

  Language:Markdown125k2.3k83623.2k

• tiangolo/fastapi

  FastAPI framework, high performance, easy to learn, fast to code, ready for production

  Language:Python74k6743.4k6.2k

• karpathy/minGPT

  A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

  Language:Python19.9k255722.5k

• thunlp/GNNPapers

  Must-read papers on graph neural networks (GNN)

  15.9k601183k

• NLP-LOVE/ML-NLP

  此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

  Language:Jupyter Notebook15.8k385394.5k

• greyireland/algorithm-pattern

  算法模板，最科学的刷题方式，最快速的刷题路径，你值得拥有~

  Language:Go15.2k353332.6k

• lukas-blecher/LaTeX-OCR

  pix2tex: Using a ViT to convert images of equations into LaTeX code.

  Language:Python12.1k74269998

• deeplearning-ai/machine-learning-yearning-cn

  Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著

  Language:CSS7.7k381111.5k

• google-deepmind/graph_nets

  Build Graph Nets in Tensorflow

  Language:Python5.4k223130781

• JanusGraph/janusgraph

  JanusGraph: an open-source, distributed graph database

  Language:Java5.3k2271.6k1.2k

• loveunk/Deep-learning-books

  Books for machine learning, deep learning, math, NLP, CV, RL, etc

  3.3k

• dongrixinyu/JioNLP

  中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com

  Language:Python3.3k34211400

• dromara/liteflow

  Lightweight, fast, stable, and programmable component-based rule engine/process engine. Component reuse, synchronous/asynchronous orchestration, dynamic orchestration, multi-language scripting support, complex nested rules, hot deployment, smooth refreshing. Let you improve your development efficiency!

  Language:Java3k4755419

• momosecurity/aswan

  陌陌风控系统静态规则引擎，零基础简易便捷的配置多种复杂规则，实时高效管控用户异常行为。

  Language:Python3k8945828

• jbesomi/texthero

  Text preprocessing, representation and visualization from zero to hero.

  Language:Python2.9k42120239

• NiuTrans/MTBook

  《机器翻译：基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models

  Language:TeX2.7k18146757

• apache/incubator-hugegraph

  A graph database that supports more than 100+ billion data, high performance and scalability (Include OLTP Engine & REST-API & Backends)

  Language:Java2.6k1211.5k517

• WalterInSH/risk-management-note

  🧯风险控制笔记，适用于互联网企业

  2.2k977628

• jianghui-galaxy/Interview-Notebook

  https://github.com/CyC2018/Interview-Notebook

  1.8k1132487

• LAMDA-NJU/Deep-Forest

  An Efficient, Scalable and Optimized Python Framework for Deep Forest (2021.2.1)

  Language:Python9082094158

• pm4py/pm4py-core

  Public repository for the PM4Py (Process Mining for Python) project.

  Language:Python70939372278

• xiaoqian19940510/text-classification-surveys

  文本分类资源汇总，包括深度学习文本分类模型，如SpanBERT、ALBERT、RoBerta、Xlnet、MT-DNN、BERT、TextGCN、MGAN、TextCapsule、SGNN、SGM、LEAM、ULMFiT、DGCNN、ELMo、RAM、DeepMoji、IAN、DPCNN、TopicRNN、LSTMN 、Multi-Task、HAN、CharCNN、Tree-LSTM、DAN、TextRCNN、Paragraph-Vec、TextCNN、DCNN、RNTN、MV-RNN、RAE等，浅层学习模型，如LightGBM 、SVM、XGboost、Random Forest、C4.5、CART、KNN、NB、HMM等。介绍文本分类数据集，如MR、SST、MPQA、IMDB、Yelp、20NG、AG、R8、DBpedia、Ohsumed、SQuAD、SNLI、MNLI、MSRP、MRDA、RCV1、AAPD，评价指标，如accuracy、Precision、Recall、F1、EM、MRR、HL、Micro-F1、Macro-F1、P@K，和技术挑战，包括多标签文本分类。

  Language:Python595172104

• 4paradigm/AutoX

  AutoX is an efficient automl tool, which is mainly aimed at data mining tasks with tabular data.

  Language:Jupyter Notebook4991344132

• amphibian-dev/toad

  ESC Team's credit scorecard tools.

  Language:Python48124119174

• SoftwareAG/nyoka

  Nyoka is a Python library that helps to export ML models into PMML (PMML 4.4.1 Standard).

  Language:Python184145143

• antmachineintelligence/mtgbmcode

  mtgbmcode

  Language:C++16441441

• DJofOUC/IEEE-CIS-Fraud-Detection

  kaggle: IEEE-CIS Fraud Detection

  Language:Python302113

• zhulei227/pipenlp

  以Pipeline的方式构建NLP任务，包括文本清洗、关键词提取、特征抽取、文本分类等任务

  Language:Python4200

• zhulei227/faster-lgbm-predictor

  加速lgbm的预测速度

  Language:Python1100