Repositories list

• pmdarima

  Public
  A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.

  Python

  •

  MIT License

  •258258 forks in scclb/pmdarima•00 stars in scclb/pmdarima•00 issues in scclb/pmdarima•00 pull requests in scclb/pmdarima•Updated Oct 7, 2021Oct 7, 2021

• hnswlib

  Public
  Header-only C++/python library for fast approximate nearest neighbors

  C++

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  Apache License 2.0

  •861861 forks in scclb/hnswlib•00 stars in scclb/hnswlib•00 issues in scclb/hnswlib•00 pull requests in scclb/hnswlib•Updated Sep 16, 2021Sep 16, 2021

• text-to-text-transfer-transformer

  Public
  Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

  Python

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  Apache License 2.0

  •801801 forks in scclb/text-to-text-transfer-transformer•00 stars in scclb/text-to-text-transfer-transformer•00 issues in scclb/text-to-text-transfer-transformer•00 pull requests in scclb/text-to-text-transfer-transformer•Updated Aug 23, 2021Aug 23, 2021

• PromptPapers

  Public
  Must-read papers on prompt-based tuning for pre-trained language models.

  387387 forks in scclb/PromptPapers•00 stars in scclb/PromptPapers•00 issues in scclb/PromptPapers•00 pull requests in scclb/PromptPapers•Updated Aug 5, 2021Aug 5, 2021

• neural_prophet

  Public
  NeuralProphet - A simple forecasting model based on Neural Networks in PyTorch

  Python

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  MIT License

  •517517 forks in scclb/neural_prophet•00 stars in scclb/neural_prophet•00 issues in scclb/neural_prophet•00 pull requests in scclb/neural_prophet•Updated Jul 31, 2021Jul 31, 2021

• Chinese-BERT-wwm

  Public
  Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

  Python

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  Apache License 2.0

  •1.4k1.4k forks in scclb/Chinese-BERT-wwm•00 stars in scclb/Chinese-BERT-wwm•00 issues in scclb/Chinese-BERT-wwm•00 pull requests in scclb/Chinese-BERT-wwm•Updated Jul 21, 2021Jul 21, 2021

• DeepLearning-500-questions

  Public
  深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com …

  JavaScript

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  GNU General Public License v3.0

  •16k16k forks in scclb/DeepLearning-500-questions•00 stars in scclb/DeepLearning-500-questions•00 issues in scclb/DeepLearning-500-questions•00 pull requests in scclb/DeepLearning-500-questions•Updated Jul 12, 2021Jul 12, 2021

• gaic_track3_pair_sim

  Public
  全球人工智能技术创新大赛-赛道三-冠军方案

  Python

  •5959 forks in scclb/gaic_track3_pair_sim•00 stars in scclb/gaic_track3_pair_sim•00 issues in scclb/gaic_track3_pair_sim•00 pull requests in scclb/gaic_track3_pair_sim•Updated Jul 12, 2021Jul 12, 2021

• pycorrector

  Public
  pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，Seq2Seq_Attention，BERT，MacBERT，ELECTRA，ERNIE，Transformer等模型实现，开箱即用。

  Python

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  Apache License 2.0

  •1.2k1.2k forks in scclb/pycorrector•00 stars in scclb/pycorrector•00 issues in scclb/pycorrector•00 pull requests in scclb/pycorrector•Updated Jul 8, 2021Jul 8, 2021

• lime

  Public
  Lime: Explaining the predictions of any machine learning classifier

  JavaScript

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  BSD 2-Clause "Simplified" License

  •1.8k1.8k forks in scclb/lime•00 stars in scclb/lime•00 issues in scclb/lime•00 pull requests in scclb/lime•Updated Jun 9, 2021Jun 9, 2021

• PaddleOCR

  Public
  Awesome multilingual OCR toolkits based on PaddlePaddle （practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and …

  Python

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  Apache License 2.0

  •12k12k forks in scclb/PaddleOCR•00 stars in scclb/PaddleOCR•00 issues in scclb/PaddleOCR•00 pull requests in scclb/PaddleOCR•Updated Jun 4, 2021Jun 4, 2021

• easy-rl

  Public
  强化学习中文教程，在线阅读地址：https://datawhalechina.github.io/easy-rl/

  Jupyter Notebook

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  Other

  •2.3k2.3k forks in scclb/easy-rl•00 stars in scclb/easy-rl•00 issues in scclb/easy-rl•00 pull requests in scclb/easy-rl•Updated May 25, 2021May 25, 2021

• AutoGL

  Public
  An autoML framework & toolkit for machine learning on graphs.

  Python

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  MIT License

  •123123 forks in scclb/AutoGL•00 stars in scclb/AutoGL•00 issues in scclb/AutoGL•00 pull requests in scclb/AutoGL•Updated May 25, 2021May 25, 2021

• competition_baselines

  Public
  开源的各大比赛baseline

  Jupyter Notebook

  •238238 forks in scclb/competition_baselines•00 stars in scclb/competition_baselines•00 issues in scclb/competition_baselines•00 pull requests in scclb/competition_baselines•Updated May 18, 2021May 18, 2021

• numpy-ml

  Public
  Machine learning, in numpy

  Python

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  GNU General Public License v3.0

  •3.7k3.7k forks in scclb/numpy-ml•00 stars in scclb/numpy-ml•00 issues in scclb/numpy-ml•00 pull requests in scclb/numpy-ml•Updated May 15, 2021May 15, 2021

• simpletransformers

  Public
  Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

  Python

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  Apache License 2.0

  •709709 forks in scclb/simpletransformers•00 stars in scclb/simpletransformers•00 issues in scclb/simpletransformers•00 pull requests in scclb/simpletransformers•Updated May 1, 2021May 1, 2021

• ltp

  Public
  Language Technology Platform

  Python

  •1.1k1.1k forks in scclb/ltp•00 stars in scclb/ltp•00 issues in scclb/ltp•00 pull requests in scclb/ltp•Updated Apr 8, 2021Apr 8, 2021

• awesome-TS-anomaly-detection

  Public
  List of tools & datasets for anomaly detection on time-series data.

  463463 forks in scclb/awesome-TS-anomaly-detection•00 stars in scclb/awesome-TS-anomaly-detection•00 issues in scclb/awesome-TS-anomaly-detection•00 pull requests in scclb/awesome-TS-anomaly-detection•Updated Mar 28, 2021Mar 28, 2021

• pytorch-book

  Public
  PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

  Jupyter Notebook

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  MIT License

  •3.7k3.7k forks in scclb/pytorch-book•00 stars in scclb/pytorch-book•00 issues in scclb/pytorch-book•00 pull requests in scclb/pytorch-book•Updated Mar 14, 2021Mar 14, 2021

• NLP-Interview-Notes

  Public
  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。

  Python

  •185185 forks in scclb/NLP-Interview-Notes•00 stars in scclb/NLP-Interview-Notes•00 issues in scclb/NLP-Interview-Notes•00 pull requests in scclb/NLP-Interview-Notes•Updated Mar 11, 2021Mar 11, 2021

• Denoise-Transformer-AutoEncoder

  Public
  Python

  •5252 forks in scclb/Denoise-Transformer-AutoEncoder•00 stars in scclb/Denoise-Transformer-AutoEncoder•00 issues in scclb/Denoise-Transformer-AutoEncoder•00 pull requests in scclb/Denoise-Transformer-AutoEncoder•Updated Mar 1, 2021Mar 1, 2021

• DeepLearning

  Public
  深度学习入门教程, 优秀文章, Deep Learning Tutorial

  Jupyter Notebook

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  Apache License 2.0

  •3.9k3.9k forks in scclb/DeepLearning•00 stars in scclb/DeepLearning•00 issues in scclb/DeepLearning•00 pull requests in scclb/DeepLearning•Updated Jan 18, 2021Jan 18, 2021

• GNN_learning

  Public
  GNN学习

  Python

  •00 forks in scclb/GNN_learning•00 stars in scclb/GNN_learning•00 issues in scclb/GNN_learning•00 pull requests in scclb/GNN_learning•Updated Dec 24, 2020Dec 24, 2020

• category_encoders

  Public
  A library of sklearn compatible categorical variable encoders

  Python

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  BSD 3-Clause "New" or "Revised" License

  •428428 forks in scclb/category_encoders•00 stars in scclb/category_encoders•00 issues in scclb/category_encoders•00 pull requests in scclb/category_encoders•Updated Dec 8, 2020Dec 8, 2020

• nlp

  Public
  Python

  •11 fork in scclb/nlp•00 stars in scclb/nlp•00 issues in scclb/nlp•00 pull requests in scclb/nlp•Updated Dec 5, 2020Dec 5, 2020

• pawraphrase_public

  Public
  Teaching Google's T5 how to paraphrase sentences through fine tuning with PAWS dataset.

  Jupyter Notebook

  •33 forks in scclb/pawraphrase_public•00 stars in scclb/pawraphrase_public•00 issues in scclb/pawraphrase_public•00 pull requests in scclb/pawraphrase_public•Updated Nov 27, 2020Nov 27, 2020

• RLexample

  Public
  Some basic examples of playing with RL

  Python

  •300300 forks in scclb/RLexample•00 stars in scclb/RLexample•00 issues in scclb/RLexample•00 pull requests in scclb/RLexample•Updated Nov 18, 2020Nov 18, 2020

• Algorithm

  Public
  自己实现一些算法

  Python

  •00 forks in scclb/Algorithm•00 stars in scclb/Algorithm•00 issues in scclb/Algorithm•00 pull requests in scclb/Algorithm•Updated Nov 11, 2020Nov 11, 2020

• Feature-Engineering-for-ML

  Public
  Feature Engineering for Machine Learning Principles and Techniques for Data Scientists

  Python

  •11 fork in scclb/Feature-Engineering-for-ML•00 stars in scclb/Feature-Engineering-for-ML•00 issues in scclb/Feature-Engineering-for-ML•00 pull requests in scclb/Feature-Engineering-for-ML•Updated Oct 27, 2020Oct 27, 2020

• keras-mmoe

  Public
  A Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)

  Python

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  MIT License

  •222222 forks in scclb/keras-mmoe•00 stars in scclb/keras-mmoe•00 issues in scclb/keras-mmoe•00 pull requests in scclb/keras-mmoe•Updated Sep 25, 2020Sep 25, 2020