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charlax/professional-programming

Comprehensive resource list for professional software engineers

50.4K
Active
Python
Books & Guides
Awesome Lists
#software-engineering#professional-development#resource-list

JuliaLang/julia

The Julia programming language for technical computing.

48.5K
Active
Julia
Full-Stack Frameworks
Documentation
Julia
#julia#programming-language#scientific-computing

pandas-dev/pandas

Core data analysis library for Python with labeled data structures and statistical functions

48.1K
Active
Python
ETL & Pipelines
Testing
Python
#data-analysis#pandas#python

kamranahmedse/design-patterns-for-humans

Simplified design patterns guide for developers

47.6K
Archived
Cheatsheets
#design-patterns#software-engineering#cheatsheet

jakevdp/PythonDataScienceHandbook

Python Data Science Handbook in Jupyter Notebooks

47.0K
Archived
Jupyter Notebook
Books & Guides
ETL & Pipelines
Jupyter Notebook
#jupyter-notebook#matplotlib#numpy

GokuMohandas/Made-With-ML

Learn to build production-grade ML applications with code and best practices

46.6K
Archived
Jupyter Notebook
ML Ops
Tutorials & Courses
Jupyter Notebook
#machine-learning#mlops#data-science

apache/airflow

Apache Airflow for workflow orchestration

44.5K
Active
Python
ETL & Pipelines
Background Jobs
Python
#airflow#data-pipelines#workflow-orchestration

GitSquared/edex-ui

Sci-fi terminal emulator with system monitoring and touchscreen support

44.4K
Archived
JavaScript
Terminal UIs
Electron
#terminal#science-fiction#system-monitoring

streamlit/streamlit

Streamlit is a Python library for building and sharing interactive data apps quickly.

43.7K
Active
Python
CLI Tools
ETL & Pipelines
Python
#data-apps#interactive-visualization#python

gradio-app/gradio

Gradio App for building and sharing delightful machine learning apps

41.9K
Active
Python
AI Code Editors
Gradio
#gradio#machine learning#python app

ray-project/ray

Ray is a unified framework for scaling AI and Python applications with distributed computing and ML libraries.

41.6K
Active
Python
ML Ops
Containerization
Python
#distributed-computing#ml-ops#ai-framework

PKUanonym/REKCARC-TSC-UHT

Tsinghua CS Course Guide

36.8K
Active
HTML
Tutorials & Courses
Awesome Lists
#computer-science#course#tsinghua-university

ashishps1/awesome-system-design-resources

Free resources to learn System Design concepts and prepare for interviews

34.2K
Active
Java
Interview Prep
Awesome Lists
#system-design#interview-prep#backend

microsoft/Data-Science-For-Beginners

Comprehensive data science curriculum for beginners with 20 lessons and project-based learning.

34.1K
Active
Jupyter Notebook
Tutorials & Courses
#data-science#beginners#curriculum

TheAlgorithms/C-Plus-Plus

Educational C++ algorithm implementations

33.9K
Stable
C++
Example Projects
Documentation
#c++#algorithms#education

explosion/spaCy

Industrial-strength NLP library for Python with pretrained models and fast processing

33.3K
Stable
Python
LLM Frameworks
CLI Tools
spaCy
#nlp#machine-learning#python

ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

500+ AI/ML/DL/CV/NLP projects with code

32.0K
Experimental
Example Projects
Awesome Lists
#ai-projects#machine-learning#deep-learning

eriklindernoren/ML-From-Scratch

Barebones NumPy ML implementations for learning

31.0K
Archived
Python
Computer Vision
Example Projects
NumPy
#machine-learning#deep-learning#numpy

Lightning-AI/pytorch-lightning

PyTorch Lightning simplifies deep learning training and deployment at scale.

30.9K
Active
Python
ML Ops
Inference
PyTorch
#pytorch#deep-learning#ml-ops

AMAI-GmbH/AI-Expert-Roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

30.8K
Stable
JavaScript
LLM Frameworks
Tutorials & Courses
Next.js
#AI Roadmap#Artificial Intelligence Expert#JavaScript
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