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cupy/cupy

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

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

fastai/numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

10.7K
Archived
Jupyter Notebook
Linear-Algebra
Python
#linear-algebra#data-science#machine-learning

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

fossasia/visdom

A flexible tool for creating, organizing, and sharing visualizations of live, rich data, supporting Torch and Numpy.

10.2K
Active
Python
Visualization
PyTorch
#visualization#data-visualization#data-analysis

arogozhnikov/einops

A flexible and powerful tensor operations library for readable and reliable deep learning code in Python.

9.4K
Active
Python
ML Ops
PyTorch
#deep-learning#tensor-operations#numpy

iamseancheney/python_for_data_analysis_2nd_chinese_version

A Chinese translation of a popular book on using Python for data analysis with libraries like pandas and numpy.

8.8K
Stable
Databases
Caching
#pandas#numpy#data-analysis

google/trax

Trax is a deep learning library that provides clear code and fast performance for building AI models.

8.3K
Stable
Python
LLM Frameworks
ML Ops
React
#deep-learning#reinforcement-learning#jax

lanpa/tensorboardX

tensorboardX provides a PyTorch-friendly interface to TensorBoard, a popular visualization tool for machine learning.

8.0K
Stable
Python
Visualization
CLI Tools
PyTorch
#machine-learning#visualization#tensorboard

ijl/orjson

Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy

7.9K
Active
Python
ORMs & Query Builders
CLI Tools
#json#serialization#deserialization

HIPS/autograd

Efficiently computes derivatives of NumPy code, a useful tool for AI/ML developers.

7.5K
Active
Python
ML Ops
CLI Tools
Python
#machine-learning#numerical-optimization#scientific-computing

codebasics/py

This is a repository with sample Python programs for learning Python, covering topics like NumPy, Pandas, and Jupyter Notebooks.

7.3K
Experimental
Jupyter Notebook
Tutorials & Courses
Backend Frameworks
Jupyter
#python#jupyter-notebook#numpy

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

chainer/chainer

A flexible, high-performance deep learning framework for Python that runs on GPUs.

5.9K
Archived
Python
ML Ops
API Frameworks
Python
#deep-learning#neural-networks#gpu-acceleration

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

karpathy/neuraltalk

A Python library for learning Multimodal Recurrent Neural Networks that describe images with sentences.

5.5K
Archived
Python
Prompt Engineering
React
#multimodal#recurrent#neural networks

Nyandwi/machine_learning_complete

Comprehensive machine learning repository with 30+ notebooks covering various ML concepts and techniques.

5.0K
Archived
Jupyter Notebook
Computer Vision
Data Science
Jupyter Notebook
#machine-learning#data-science#computer-vision

bukosabino/ta

Technical Analysis Library using Pandas and Numpy for financial data analysis and trading strategies.

4.9K
Archived
Jupyter Notebook
Pandas, Numpy
Backend Frameworks
Pandas
#financial-analysis#technical-analysis#trading-strategies

MegEngine/MegEngine

MegEngine is a fast, scalable, and easy-to-use deep learning framework that supports auto-differentiation.

4.8K
Archived
C++
LLM Frameworks
API Frameworks
Python
#deep-learning#autograd#gpu

oreilly-japan/deep-learning-from-scratch

Educational textbook implementation teaching deep learning fundamentals from scratch using NumPy

4.7K
Archived
Jupyter Notebook
Books & Guides
ML Ops
NumPy
#deep-learning#neural-networks#jupyter-notebook

pyqtgraph/pyqtgraph

A fast, open-source Python library for building data visualization and GUI tools for scientific/engineering applications.

4.3K
Active
Python
Charts & Visualization
CLI Tools
Python
#data-visualization#scientific-computing#gui-tools

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