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CSSEGISandData/COVID-19

Real-time global and U.S. data tracking for developers and researchers.

29.0K
Archived
ETL & Pipelines
Admin Dashboards
#covid-19#data-tracking#jhu-csse

donnemartin/data-science-ipython-notebooks

Data science Python notebooks covering deep learning, machine learning, big data, and more.

28.9K
Archived
Python
Computer Vision
ML Ops
TensorFlow
#data-science#deep-learning#machine-learning

eugeneyan/applied-ml

Curated resources for data science and machine learning in production

28.7K
Archived
ML Ops
Awesome Lists
#machine-learning#data-science#ml-ops

academic/awesome-datascience

Comprehensive Data Science learning and resource guide

28.5K
Active
Tutorials & Courses
ML Ops
#data-science#machine-learning#deep-learning

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

Bayesian methods and probabilistic programming in Python with PyMC

28.4K
Archived
Jupyter Notebook
Inference
Books & Guides
PyMC
#bayesian-methods#data-science#pymc

d2l-ai/d2l-en

Interactive deep learning book with code and math

28.4K
Archived
Python
Computer Vision
Books & Guides
Jupyter
#deep-learning#machine-learning#computer-vision

dmlc/xgboost

Distributed gradient boosting library for fast and accurate data science solutions

28.1K
Active
C++
ML Ops
Multi-Purpose
#xgboost#machine-learning#distributed-systems

forthespada/CS-Books

A collection of over 1000 computer science books and resources for learning and interviews.

26.4K
Stable
Books & Guides
Awesome Lists
#cs-books#algorithms#c

datasciencemasters/go

Open source data science curriculum and community

26.0K
Archived
Tutorials & Courses
#data-science#open-source#curriculum

fastai/fastbook

Deep learning book with Jupyter Notebooks covering fastai and PyTorch

24.7K
Archived
Jupyter Notebook
Books & Guides
fastai
#deep-learning#fastai#jupyter-notebook

plotly/dash

Build interactive data apps and dashboards with Python, no JavaScript required.

24.4K
Active
Python
Full-Stack Frameworks
ML Ops
Flask
#data-visualization#dash#python

wesm/pydata-book

Companion repo for Python for Data Analysis book with Jupyter notebooks and data science examples

24.4K
Stable
Jupyter Notebook
Books & Guides
#data-science#jupyter-notebooks#python

sinaptik-ai/pandas-ai

Conversational data analysis with LLMs using natural language queries on databases, CSVs, and data lakes.

23.3K
Stable
Python
Agents & Orchestration
RAG Frameworks
Python
#llm#rag#data-analysis

lukasmasuch/best-of-ml-python

Curated list of top machine learning Python libraries, updated weekly with quality scores.

23.3K
Active
RAG & Vector
Awesome Lists
#machine-learning#python#awesome-list

matplotlib/matplotlib

Matplotlib is a Python library for creating static, animated, and interactive visualizations.

22.5K
Active
Python
Charts & Visualization
#data-visualization#python#matplotlib

izackwu/TeachYourselfCS-CN

Chinese translation of TeachYourselfCS for learning computer science fundamentals

22.0K
Archived
Tutorials & Courses
#teachyourselfcs#chinese-translation#cs-fundamentals

PrefectHQ/prefect

Workflow orchestration for resilient data pipelines in Python

21.8K
Active
Python
ETL & Pipelines
CI/CD
Python
#data-pipelines#orchestration#workflow-automation

TheAlgorithms/C

Educational C algorithm implementations

21.8K
Archived
C
Coding Challenges
Documentation
#c#algorithms#data-structures

recommenders-team/recommenders

Recommenders is a project for prototyping and operationalizing recommendation systems with Jupyter notebooks and best practices.

21.5K
Active
Python
ML Ops
ETL & Pipelines
Python
#recommendation-systems#machine-learning#data-science

ForrestKnight/open-source-cs

Curated list of free computer science courses from top universities

21.2K
Experimental
Tutorials & Courses
#computer-science#education#online-courses
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