An open API service indexing awesome lists of open source software.

NumPy

NumPy is an open source library for the Python programming language, adding support for large, multidimensional arrays, and matrices, along with a large collection of high-level mathematical functions to operate on these arrays.

https://github.com/pytorch/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

autograd deep-learning gpu machine-learning neural-network numpy python tensor

Last synced: 17 Feb 2025

https://github.com/asabeneh/30-days-of-python

30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw

30-days-of-python flask github heroku matplotlib mongodb numpy pandas python python3

Last synced: 17 Feb 2025

https://github.com/Asabeneh/30-Days-Of-Python

30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw

30-days-of-python flask github heroku matplotlib mongodb numpy pandas python python3

Last synced: 25 Oct 2024

https://github.com/jakevdp/pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

jupyter-notebook matplotlib numpy pandas python scikit-learn

Last synced: 17 Feb 2025

https://jakevdp.github.io/PythonDataScienceHandbook/

Python Data Science Handbook: full text in Jupyter Notebooks

jupyter-notebook matplotlib numpy pandas python scikit-learn

Last synced: 26 Oct 2024

https://github.com/jakevdp/PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

jupyter-notebook matplotlib numpy pandas python scikit-learn

Last synced: 25 Oct 2024

https://github.com/numpy/numpy

The fundamental package for scientific computing with Python.

numpy python

Last synced: 17 Feb 2025

https://github.com/donnemartin/data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

aws big-data caffe data-science deep-learning hadoop kaggle keras machine-learning mapreduce matplotlib numpy pandas python scikit-learn scipy spark tensorflow theano

Last synced: 18 Feb 2025

https://github.com/huggingface/datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

computer-vision datasets deep-learning hacktoberfest machine-learning natural-language-processing nlp numpy pandas pytorch speech tensorflow

Last synced: 17 Feb 2025

https://github.com/kailashahirwar/cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

artificial-intelligence deep-learning keras machine-learning matplotlib numpy scipy

Last synced: 17 Feb 2025

https://github.com/dask/dask

Parallel computing with task scheduling

dask numpy pandas pydata python scikit-learn scipy

Last synced: 19 Feb 2025

https://github.com/bbfamily/abu

阿布量化交易系统(股票,期权,期货,比特币,机器学习) 基于python的开源量化交易,量化投资架构

algorithmic-trading bitcoin machine-learning matplotlib numpy pandas quant quantitative-trading stock trade trading

Last synced: 18 Feb 2025

https://github.com/rougier/numpy-100

100 numpy exercises (with solutions)

binder exercises notebook numpy python

Last synced: 18 Feb 2025

https://github.com/rougier/scientific-visualization-book

An open access book on scientific visualization using python and matplotlib

book dataviz matplotlib numpy open-access plotting python scientific-publications

Last synced: 20 Feb 2025

https://github.com/fastai/numerical-linear-algebra

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

algorithms data-science deep-learning linear-algebra machine-learning numpy python

Last synced: 19 Feb 2025

https://github.com/numba/numba

NumPy aware dynamic Python compiler using LLVM

compiler cuda llvm numba numpy parallel python

Last synced: 17 Feb 2025

https://github.com/tangyudi/ai-learn

人工智能学习路线图,整理近200个实战案例与项目,免费提供配套教材,零基础入门,就业实战!包括:Python,数学,机器学习,数据分析,深度学习,计算机视觉,自然语言处理,PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

algorithm artificial-intelligence caffe cv data-analysis data-mining data-science deep-learning keras machine-learning mathematics matplotlib nlp numpy pandas python pytorch seaborn tensorflow tensorflow2

Last synced: 18 Feb 2025

https://github.com/tangyudi/Ai-Learn

人工智能学习路线图,整理近200个实战案例与项目,免费提供配套教材,零基础入门,就业实战!包括:Python,数学,机器学习,数据分析,深度学习,计算机视觉,自然语言处理,PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

algorithm artificial-intelligence caffe cv data-analysis data-mining data-science deep-learning keras machine-learning mathematics matplotlib nlp numpy pandas python pytorch seaborn tensorflow tensorflow2

Last synced: 14 Nov 2024

https://github.com/arogozhnikov/einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

chainer cupy deep-learning einops jax keras numpy pytorch tensor tensorflow

Last synced: 17 Feb 2025

https://github.com/iamseancheney/python_for_data_analysis_2nd_chinese_version

《利用Python进行数据分析·第2版》

matplotlib numpy pandas

Last synced: 18 Feb 2025

https://github.com/lanpa/tensorboardx

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

machine-learning numpy pytorch tensorboard visualization

Last synced: 17 Feb 2025

https://github.com/lanpa/tensorboardX

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

machine-learning numpy pytorch tensorboard visualization

Last synced: 26 Oct 2024

https://github.com/ijl/orjson

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

dataclasses datetime deserialization json numpy pyo3 python rust serialization

Last synced: 17 Feb 2025

https://github.com/chainer/chainer

A flexible framework of neural networks for deep learning

chainer cuda cudnn cupy deep-learning gpu machine-learning neural-network neural-networks numpy python

Last synced: 18 Feb 2025

https://github.com/megengine/megengine

MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架

autograd deep-learning gpu machine-learning megengine numpy python tensor

Last synced: 18 Feb 2025

https://github.com/nyandwi/machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

computer-vision data-analysis data-science data-visualization datascience deep-learning keras machine-learning matplotlib neural-networks nlp numpy open-source pandas python scikit-learn seaborn tensorflow

Last synced: 20 Feb 2025

https://github.com/MegEngine/MegEngine

MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架

autograd deep-learning gpu machine-learning megengine numpy python tensor

Last synced: 27 Oct 2024

https://github.com/Nyandwi/machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

computer-vision data-analysis data-science data-visualization datascience deep-learning keras machine-learning matplotlib neural-networks nlp numpy open-source pandas python scikit-learn seaborn tensorflow

Last synced: 05 Nov 2024

https://github.com/tensorflow/datasets

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

data dataset datasets jax machine-learning numpy tensorflow

Last synced: 18 Feb 2025

https://github.com/pyqtgraph/pyqtgraph

Fast data visualization and GUI tools for scientific / engineering applications

hacktoberfest numpy python qt scientific-visualization visualization

Last synced: 18 Feb 2025

https://github.com/pydata/xarray

N-D labeled arrays and datasets in Python

dask netcdf numpy pandas python xarray

Last synced: 17 Feb 2025

https://github.com/quantopian/alphalens

Performance analysis of predictive (alpha) stock factors

algorithmic-trading finance jupyter numpy pandas python

Last synced: 19 Feb 2025

https://github.com/xtensor-stack/xtensor

C++ tensors with broadcasting and lazy computing

c-plus-plus-14 multidimensional-arrays numpy tensors

Last synced: 18 Feb 2025

https://github.com/QuantStack/xtensor

C++ tensors with broadcasting and lazy computing

c-plus-plus-14 multidimensional-arrays numpy tensors

Last synced: 11 Nov 2024

https://github.com/mars-project/mars

Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

dask dataframe joblib lightgbm machine-learning numpy pandas python pytorch ray scikit-learn statsmodels tensor tensorflow xgboost

Last synced: 18 Feb 2025

https://github.com/ajcr/100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

data-analysis numpy pandas python

Last synced: 19 Feb 2025

https://github.com/napari/napari

napari: a fast, interactive, multi-dimensional image viewer for python

napari numpy python visualization

Last synced: 18 Feb 2025

https://github.com/shibing624/python-tutorial

Python实用教程,包括:Python基础,Python高级特性,面向对象编程,多线程,数据库,数据科学,Flask,爬虫开发教程。

numpy pandas python python-tutorial pytorch scikit-learn scipy

Last synced: 15 Feb 2025

https://github.com/bangoc123/learn-machine-learning-in-two-months

Những kiến thức cần thiết để học tốt Machine Learning trong vòng 2 tháng. Essential Knowledge for learning Machine Learning in two months.

javascript jupyter-notebook machine-learning machine-learning-tutorials numpy python python-tutorials python3 tensorflow tensorflow-experiments tensorflow-tutorials

Last synced: 15 Feb 2025

https://github.com/rougier/from-python-to-numpy

An open-access book on numpy vectorization techniques, Nicolas P. Rougier, 2017

book cc-by-nc-sa numpy open-access python vectorization

Last synced: 15 Feb 2025

https://github.com/pyro-ppl/numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

bayesian-inference hmc inference-algorithms jax mcmc numpy probabilistic-programming pyro

Last synced: 20 Feb 2025

https://github.com/marcomusy/vedo

A python module for scientific analysis of 3D data based on VTK and Numpy

3d 3d-graphics finite-elements mesh numpy python scientific-research scientific-visualization simulations visualization vtk

Last synced: 18 Feb 2025

https://github.com/teadocs/numpy-cn

NumPy官方中文文档(完整版)

documentation guide numpy python tutorial

Last synced: 15 Feb 2025

https://github.com/ahmedfgad/GeneticAlgorithmPython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

deep-learning evolutionary-algorithms genetic-algorithm machine-learning neural-networks numpy optimization pygad pygad-documentation python

Last synced: 11 Nov 2024

https://github.com/ahmedfgad/geneticalgorithmpython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

deep-learning evolutionary-algorithms genetic-algorithm machine-learning neural-networks numpy optimization pygad pygad-documentation python

Last synced: 18 Feb 2025

https://github.com/neonwatty/machine_learning_refined

Notes, Python demos / notebooks, and free chapters for the 2nd edition of the university textbook "Machine Learning Refined".

artificial-intelligence autograd collab data-science deep-learning genai jax jupyter-notebook lecture-notes machine-learning machine-learning-algorithms mathematical-optimization neural-network numpy python slides

Last synced: 12 Dec 2024

https://github.com/kyubyong/numpy_exercises

Numpy exercises.

numpy numpy-exercises

Last synced: 15 Feb 2025

https://github.com/Kyubyong/numpy_exercises

Numpy exercises.

numpy numpy-exercises

Last synced: 12 Nov 2024

https://github.com/jermwatt/machine_learning_refined

Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).

artificial-intelligence autograd collab data-science deep-learning jax jupyter-notebook lecture-notes machine-learning machine-learning-algorithms mathematical-optimization neural-network numpy python slides

Last synced: 08 Nov 2024

https://github.com/trekhleb/machine-learning-experiments

🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo

ai artificial-intelligence colab colab-notebook javascript jupyter-notebooks keras machine-learning numpy python tensorflow

Last synced: 15 Feb 2025

https://github.com/juliapy/pycall.jl

Package to call Python functions from the Julia language

interoperability julia numpy python

Last synced: 21 Feb 2025

https://github.com/JuliaPy/PyCall.jl

Package to call Python functions from the Julia language

interoperability julia numpy python

Last synced: 27 Oct 2024

https://github.com/scisharp/numsharp

High Performance Computation for N-D Tensors in .NET, similar API to NumPy.

machine-learning numpy numsharp pandas

Last synced: 16 Feb 2025

https://github.com/SciSharp/NumSharp

High Performance Computation for N-D Tensors in .NET, similar API to NumPy.

machine-learning numpy numsharp pandas

Last synced: 02 Nov 2024

https://github.com/skalskip/ilearndeeplearning.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

computer-vision deep-learning deep-learning-tutorial neural-network numpy visualizations

Last synced: 16 Feb 2025

https://github.com/SkalskiP/ILearnDeepLearning.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

computer-vision deep-learning deep-learning-tutorial neural-network numpy visualizations

Last synced: 12 Nov 2024

https://github.com/bat67/pytorch-tutorials-examples-and-books

PyTorch tutorials, examples and some books I found 【不定期更新】整理的PyTorch 最新版教程、例子和书籍

deep-learning deep-learning-algorithms deep-learning-tutorial deeplearning learning-pytorch library machine-learning neural-network numpy python python3 pytorch pytorch-ppt pytorch-tutorials slide

Last synced: 17 Feb 2025

https://github.com/glumpy/glumpy

Python+Numpy+OpenGL: fast, scalable and beautiful scientific visualization

engine game numpy opengl python rendering science visualization

Last synced: 15 Feb 2025

https://github.com/ashvardanian/simsimd

Up to 200x Faster Dot Products & Similarity Metrics — for Python, Rust, C, JS, and Swift, supporting f64, f32, f16 real & complex, i8, and bit vectors using SIMD for both AVX2, AVX-512, NEON, SVE, & SVE2 📐

arm-neon arm-sve assembly avx2 avx512 bfloat16 blas blas-libraries distance-calculation float16 information-retrieval metrics neon numpy scipy simd simd-instructions similarity-measures similarity-search vector-search

Last synced: 19 Feb 2025

https://github.com/pyo3/rust-numpy

PyO3-based Rust bindings of the NumPy C-API

ndarray numpy numpy-capi rust-bindings rust-ndarray rust-numpy

Last synced: 18 Feb 2025

https://github.com/xorbitsai/xorbits

Scalable Python DS & ML, in an API compatible & lightning fast way.

data-science distributed-systems lightgbm machine-learning ml numpy pandas python scalable xgboost

Last synced: 20 Feb 2025

https://github.com/PyO3/rust-numpy

PyO3-based Rust bindings of the NumPy C-API

ndarray numpy numpy-capi rust-bindings rust-ndarray rust-numpy

Last synced: 29 Nov 2024