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    50 repositories

    • 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
      •242•0•0•0•Updated Oct 7, 2021Oct 7, 2021

    • hnswlib

      Public
      Header-only C++/python library for fast approximate nearest neighbors
      C++
      •
      Apache License 2.0
      •714•0•0•0•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
      •
      Apache License 2.0
      •777•0•0•0•Updated Aug 23, 2021Aug 23, 2021

    • PromptPapers

      Public
      Must-read papers on prompt-based tuning for pre-trained language models.
      387•0•0•0•Updated Aug 5, 2021Aug 5, 2021

    • neural_prophet

      Public
      NeuralProphet - A simple forecasting model based on Neural Networks in PyTorch
      Python
      •
      MIT License
      •498•0•0•0•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
      •
      Apache License 2.0
      •1.4k•0•0•0•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 版权所有，违权必究 Tan 2018.06
      JavaScript
      •
      GNU General Public License v3.0
      •16k•0•0•0•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
      •59•0•0•0•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
      •
      Apache License 2.0
      •1.1k•0•0•0•Updated Jul 8, 2021Jul 8, 2021

    • lime

      Public
      Lime: Explaining the predictions of any machine learning classifier
      JavaScript
      •
      BSD 2-Clause "Simplified" License
      •1.8k•0•0•0•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 synthesis tools, support training and deployment among server, mobile, embedded and IoT devices）
      Python
      •
      Apache License 2.0
      •8.4k•0•0•0•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
      •
      Other
      •2.1k•0•0•0•Updated May 25, 2021May 25, 2021

    • AutoGL

      Public
      An autoML framework & toolkit for machine learning on graphs.
      Python
      •
      MIT License
      •120•0•0•0•Updated May 25, 2021May 25, 2021

    • competition_baselines

      Public
      开源的各大比赛baseline
      Jupyter Notebook
      •240•0•0•0•Updated May 18, 2021May 18, 2021

    • numpy-ml

      Public
      Machine learning, in numpy
      Python
      •
      GNU General Public License v3.0
      •3.8k•0•0•0•Updated May 15, 2021May 15, 2021

    • simpletransformers

      Public
      Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
      Python
      •
      Apache License 2.0
      •727•0•0•0•Updated May 1, 2021May 1, 2021

    • ltp

      Public
      Language Technology Platform
      Python
      •1.1k•0•0•0•Updated Apr 8, 2021Apr 8, 2021

    • awesome-TS-anomaly-detection

      Public
      List of tools & datasets for anomaly detection on time-series data.
      454•0•0•0•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
      •
      MIT License
      •3.8k•0•0•0•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
      •188•0•0•0•Updated Mar 11, 2021Mar 11, 2021

    • Denoise-Transformer-AutoEncoder

      Public
      Python
      •55•0•0•0•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
      •
      Apache License 2.0
      •3.8k•0•0•0•Updated Jan 18, 2021Jan 18, 2021

    • GNN_learning

      Public
      GNN学习
      Python
      •0•0•0•0•Updated Dec 24, 2020Dec 24, 2020

    • category_encoders

      Public
      A library of sklearn compatible categorical variable encoders
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •402•0•0•0•Updated Dec 8, 2020Dec 8, 2020

    • nlp

      Public
      Python
      •1•0•0•0•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
      •3•0•0•0•Updated Nov 27, 2020Nov 27, 2020

    • RLexample

      Public
      Some basic examples of playing with RL
      Python
      •303•0•0•0•Updated Nov 18, 2020Nov 18, 2020

    • Algorithm

      Public
      自己实现一些算法
      Python
      •0•0•0•0•Updated Nov 11, 2020Nov 11, 2020

    • Feature-Engineering-for-ML

      Public
      Feature Engineering for Machine Learning Principles and Techniques for Data Scientists
      Python
      •1•0•0•0•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
      •
      MIT License
      •225•0•0•0•Updated Sep 25, 2020Sep 25, 2020