xinnyuann

xinnyuann's Stars

• unitycatalog/unitycatalog

  Open, Multi-modal Catalog for Data & AI

  Language:Java2.5k398

• mhagiwara/100-nlp-papers

  100 Must-Read NLP Papers

  3.8k567

• textvec/textvec

  Text vectorization tool to outperform TFIDF for classification tasks

  Language:Python19326

• drabastomek/learningPySpark

  Code base for the Learning PySpark book (in preparation)

  Language:Jupyter Notebook623485

• ogozuacik/one-class-drift-detection

  unsupervised concept drift detection with one-class classifiers

  Language:Python152

• DataTalksClub/machine-learning-zoomcamp

  Learn ML engineering for free in 4 months!

  Language:Jupyter Notebook9.6k2.3k

• apache/pinot

  Apache Pinot - A realtime distributed OLAP datastore

  Language:Java5.5k1.3k

• chiphuyen/machine-learning-systems-design

  A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

  Language:HTML9.2k1.4k

• GokuMohandas/mlops-course

  Learn how to design, develop, deploy and iterate on production-grade ML applications.

  Language:Jupyter Notebook3k516

• logancyang/my-cs-degree

  A CS degree with a focus on full-stack ML engineering, 2020

  886142

• SeldonIO/alibi-detect

  Algorithms for outlier, adversarial and drift detection

  Language:Jupyter Notebook2.3k225

• PacktPublishing/Data-Engineering-with-Apache-Spark-Delta-Lake-and-Lakehouse

  Data Engineering with Spark and Delta Lake

  Language:TSQL9176

• great-expectations/great_expectations

  Always know what to expect from your data.

  Language:Python10k1.5k

• awesomedata/awesome-public-datasets

  A topic-centric list of HQ open datasets.

  61.3k9.9k

• fivethirtyeight/data

  Data and code behind the articles and graphics at FiveThirtyEight

  Language:Jupyter Notebook16.9k10.9k

• CamDavidsonPilon/lifetimes

  Lifetime value in Python

  Language:Python1.4k375

• JWarmenhoven/ISLR-python

  An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

  Language:Jupyter Notebook4.3k2.4k

• fastai/fastbook

  The fastai book, published as Jupyter Notebooks

  Language:Jupyter Notebook22.1k8.5k

• Greenstand/treetracker-machine-learning

  Greenstand's data analysis repository

  Language:Jupyter Notebook109

• lazyprogrammer/machine_learning_examples

  A collection of machine learning examples and tutorials.

  Language:Python8.4k6.3k

• giampaolo/psutil

  Cross-platform lib for process and system monitoring in Python

  Language:Python10.3k1.4k

• datawhalechina/pumpkin-book

  《机器学习》（西瓜书）公式详解

  24.1k4.8k

• datapane/datapane

  Build and share data reports in 100% Python

  Language:Python1.4k114

• visgl/deck.gl

  WebGL2 powered visualization framework

  Language:TypeScript12.3k2.1k

• mrpowers-io/spark-daria

  Essential Spark extensions and helper methods ✨😲

  Language:Scala756153

• FilippoBovo/production-data-science

  Production Data Science: a workflow for collaborative data science aimed at production

  Language:Jupyter Notebook454129

• facebook/prophet

  Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

  Language:Python18.6k4.5k

• jphall663/awesome-machine-learning-interpretability

  A curated list of awesome responsible machine learning resources.

  3.7k589

• sindresorhus/awesome

  😎 Awesome lists about all kinds of interesting topics

  336k28k

• StanfordHCI/termite

  (development moved to new repos)

  Language:Python11535