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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

kailashahirwar/cheatsheets-ai

A comprehensive collection of cheat sheets for deep learning and machine learning researchers.

15.4K
Archived
LLM Frameworks
#machine-learning#deep-learning#cheatsheets

scipy/scipy

SciPy is a Python library for scientific and technical computing, providing a wide range of algorithms and tools.

14.5K
Active
Python
Databases
Python
#scientific-computing#algorithms#data-analysis

dask/dask

Dask is a Python library for parallel computing and distributed data processing, providing a scalable alternative to NumPy and Pandas.

13.8K
Active
Python
Databases
Python
#parallel-computing#distributed-data-processing#data-analysis

cupy/cupy

A GPU-accelerated NumPy & SciPy library for high-performance scientific computing

10.8K
Active
Python
ML Ops
Python
#cuda#gpu#numpy

Yorko/mlcourse.ai

An open-source machine learning course focused on practical algorithms and data analysis in Python.

10.5K
Active
Python
Algorithms
Python
#machine-learning#data-science#algorithms

librosa/librosa

A Python library for audio and music analysis, useful for developers working with audio-related applications.

8.2K
Active
Python
Backend Frameworks
Caching
Python
#audio#dsp#music

lijin-THU/notes-python

A comprehensive set of Python notes and resources for developers, covering a wide range of topics including data science, machine learning, and scientific computing.

7.1K
Archived
Jupyter Notebook
ORMs & Query Builders
Databases
#python#data-science#machine-learning

biolab/orange3

Interactive data analysis tool with machine learning, visualization, and decision tree capabilities

5.6K
Active
Python
ML Ops
Data Visualization
Python
#data-visualization#machine-learning#data-mining

scipy-lectures/scientific-python-lectures

A tutorial repository covering the scientific Python ecosystem, including NumPy, SciPy, Matplotlib, Pandas, and more.

3.2K
Active
Python
Backend Frameworks
ORMs & Query Builders
Python
#python#data-science#machine-learning

sergree/matchering

Open-source audio matching and mastering library for Python developers working with music and audio.

2.4K
Stable
Python
Audio Tools
Libraries
Python
#audio#dsp#mastering

shibing624/python-tutorial

A comprehensive Python tutorial covering the language's fundamentals, advanced features, and popular data science libraries.

2.4K
Archived
Jupyter Notebook
Tutorials & Courses
Backend Frameworks
#python#data-science#machine-learning

ashvardanian/SimSIMD

Faster dot products and similarity metrics for various programming languages using SIMD instructions.

1.7K
Active
C
React
#simd#dot-product#similarity-metrics

CPJKU/madmom

A Python library for advanced audio and music signal processing tasks, useful for vibe coders building AI-powered music apps.

1.6K
Archived
Python
Audio Processing
API Frameworks
Python
#audio-analysis#signal-processing#music-information-retrieval

xhluca/bm25s

A fast, efficient library for lexical search using the BM25 algorithm in Python.

1.5K
Active
Python
API Frameworks
Search
#bm25#lexical-search#information-retrieval

rohitrango/automatic-watermark-detection

A project for detecting watermarks in digital images using image processing techniques.

1.3K
Archived
Jupyter Notebook
Computer Vision
#image-processing#watermark-detection#numpy

matplotlib/AnatomyOfMatplotlib

Anatomy of Matplotlib tutorial for SciPy conference, focused on data visualization for scientific computing.

1.2K
Archived
Jupyter Notebook
Data Visualization
Tutorials & Courses
#data-visualization#scientific-computing#tutorial

lmfit/lmfit-py

A flexible Python library for non-linear least squares minimization and curve fitting.

1.2K
Stable
Python
API Clients & Testing
Databases
Python
#curve-fitting#least-squares#scipy-wrapper

hukenovs/dsp-theory

A comprehensive library for understanding the theory behind digital signal processing, including signals, filtering, and transforms.

1.2K
Archived
Jupyter Notebook
Tutorials & Courses
API Frameworks
Python
#digital-signal-processing#dsp#fast-fourier-transform

muricoca/crab

Crab is a flexible, fast recommender engine for Python that integrates classic information filtering recommendation algorithms.

1.2K
Archived
Python
Agents & Orchestration
API Frameworks
#recommender-engine#collaborative-filtering#information-retrieval

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