rikazry

rikazry's Stars

• jacobhilton/deep_learning_curriculum

  Language model alignment-focused deep learning curriculum

  1.2k102

• stas00/ml-engineering

  Machine Learning Engineering Open Book

  Language:Python11k652

• eugeneyan/applied-ml

  📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

  27.2k3.7k

• DataTalksClub/machine-learning-zoomcamp

  Learn ML engineering for free in 4 months!

  Language:Jupyter Notebook8.9k2.1k

• DataTalksClub/data-engineering-zoomcamp

  Free Data Engineering course!

  Language:Jupyter Notebook24.5k5.3k

• dair-ai/ML-Papers-Explained

  Explanation to key concepts in ML

  7k551

• google-research/tuning_playbook

  A playbook for systematically maximizing the performance of deep learning models.

  26.3k2.2k

• zhanymkanov/fastapi-best-practices

  FastAPI Best Practices and Conventions we used at our startup

  8.5k656

• EthicalML/awesome-annual-reviews-and-trends

  A curated list of awesome year-in-review and annual trends / predictions for 2022, 2023 and beyond 🚀

  333

• OpenSourceAP/CrossSection

  Code to accompany our paper Chen and Zimmermann (2020), "Open source cross-sectional asset pricing"

  Language:Stata714215

• chiphuyen/ml-interviews-book

  https://huyenchip.com/ml-interviews-book/

  Language:HTML3.4k513

• alexeygrigorev/data-science-interviews

  Data science interview questions and answers

  Language:HTML8.7k1.9k

• wangyuGithub01/Machine_Learning_Resources

  :fish::fish::fish: 机器学习面试复习资源

  1.1k174

• EthicalML/awesome-artificial-intelligence-guidelines

  This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and beyond.

  1.2k165

• CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

  aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

  Language:Jupyter Notebook26.7k7.9k

• fxsjy/jieba

  结巴中文分词

  Language:Python33.1k6.7k

• ourownstory/neural_prophet

  NeuralProphet: A simple forecasting package

  Language:Python3.8k473

• HarisIqbal88/PlotNeuralNet

  Latex code for making neural networks diagrams

  Language:TeX21.8k2.8k

• werner-duvaud/muzero-general

  MuZero

  Language:Python2.5k606

• 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:Python595104

• Separius/awesome-fast-attention

  list of efficient attention modules

  Language:Python987109

• microsoft/qlib

  Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

  Language:Python15.2k2.6k

• google/styleguide

  Style guides for Google-originated open-source projects

  Language:HTML37.2k13.3k

• Yorko/mlcourse.ai

  Open Machine Learning Course

  Language:Python9.7k5.7k

• project-deepform/deepform

  Experimental form data extraction for journalism

  Language:Python7610

• shijie-wu/crosslingual-nlp

  This repo supports various cross-lingual transfer learning & multilingual NLP models.

  Language:Python917

• bplank/awesome-neural-adaptation-in-NLP

  Awesome Neural Adaptation in Natural Language Processing. A curated list. https://arxiv.org/abs/2006.00632

  26123

• crownpku/Awesome-Chinese-NLP

  A curated list of resources for Chinese NLP 中文自然语言处理相关资料

  7.8k1.7k

• CLUEbenchmark/CLUEDatasetSearch

  搜索所有中文NLP数据集，附常用英文NLP数据集

  Language:Python4.1k605

• khanhnamle1994/cracking-the-data-science-interview

  A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

  Language:Jupyter Notebook3.6k1k