Python Numpy

Open-source Python projects categorized as Numpy

Top 23 Python Numpy Projects

  • Pytorch

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

    Project mention: The Elements of Differentiable Programming | news.ycombinator.com | 2024-03-22

    Sure, right here: https://github.com/pytorch/pytorch/blob/main/torch/autograd/...

    Here's the documentation: https://pytorch.org/tutorials/intermediate/forward_ad_usage....

    > When an input, which we call “primal”, is associated with a “direction” tensor, which we call “tangent”, the resultant new tensor object is called a “dual tensor” for its connection to dual numbers[0].

  • 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

    Project mention: Top GitHub Resources to Level Up Your Python game | dev.to | 2023-11-27

    🎇 Repository Link: 30 Days of Python

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • 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.

  • NumPy

    The fundamental package for scientific computing with Python.

    Project mention: Dot vs Matrix vs Element-wise multiplication in PyTorch | dev.to | 2024-03-20

    In NumPy with @, dot() or matmul():

  • datasets

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

    Project mention: 🐍🐍 23 issues to grow yourself as an exceptional open-source Python expert 🧑‍💻 🥇 | dev.to | 2023-10-19
  • ivy

    The Unified AI Framework

    Project mention: Keras 3.0 | news.ycombinator.com | 2023-11-28

    See also https://github.com/unifyai/ivy which I have not tried but seems along the lines of what you are describing, working with all the major frameworks

  • Dask

    Parallel computing with task scheduling

    Project mention: The Distributed Tensor Algebra Compiler (2022) | news.ycombinator.com | 2023-06-15
  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  • numpy-100

    100 numpy exercises (with solutions)

    Project mention: Book to practice along Mckinney's "Python for data analysis" | /r/learnpython | 2023-06-16

    Check out this numpy 100 exercises repo.

  • scientific-visualization-book

    An open access book on scientific visualization using python and matplotlib

    Project mention: Scientific Visualization: Python and Matplotlib | news.ycombinator.com | 2024-02-13
  • Numba

    NumPy aware dynamic Python compiler using LLVM

    Project mention: Mojo🔥: Head -to-Head with Python and Numba | dev.to | 2023-09-27

    Around the same time, I discovered Numba and was fascinated by how easily it could bring huge performance improvements to Python code.

  • mlcourse.ai

    Open Machine Learning Course

    Project mention: Open Machine Learning Course | news.ycombinator.com | 2023-10-22
  • trax

    Trax — Deep Learning with Clear Code and Speed

    Project mention: Replit's new Code LLM was trained in 1 week | news.ycombinator.com | 2023-05-03

    and the implementation https://github.com/google/trax/blob/master/trax/models/resea... if you are interested.

    Hope you get to look into this!

  • einops

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

    Project mention: Einops: Flexible and powerful tensor operations for readable and reliable code | news.ycombinator.com | 2023-12-12
  • tensorboardX

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

  • cupy

    NumPy & SciPy for GPU

    Project mention: CuPy: NumPy and SciPy for GPU | news.ycombinator.com | 2023-11-28
  • chainer

    A flexible framework of neural networks for deep learning

    Project mention: ChaiNNer – Node/Graph based image processing and AI upscaling GUI | news.ycombinator.com | 2023-07-19

    There is already an AI framework named Chainer: https://github.com/chainer/chainer

  • orjson

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

    Project mention: JSON dans les projets data science : Trucs & Astuces | dev.to | 2024-03-07
  • orange

    🍊 :bar_chart: :bulb: Orange: Interactive data analysis

    Project mention: Ask HN: What Underrated Open Source Project Deserves More Recognition? | news.ycombinator.com | 2024-03-07
  • datasets

    TFDS is a collection of datasets ready to use with TensorFlow, Jax, ... (by tensorflow)

  • PyQtGraph

    Fast data visualization and GUI tools for scientific / engineering applications

    Project mention: Mastering Matplotlib: A Step-by-Step Tutorial for Beginners | dev.to | 2023-12-25

    PyQtGraph - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.

  • xarray

    N-D labeled arrays and datasets in Python

  • mars

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

  • napari

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

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2024-03-22.

Python Numpy related posts

Index

What are some of the best open-source Numpy projects in Python? This list will help you:

Project Stars
1 Pytorch 76,925
2 30-Days-Of-Python 29,826
3 data-science-ipython-notebooks 26,307
4 NumPy 26,083
5 datasets 18,228
6 ivy 13,980
7 Dask 11,906
8 numpy-100 11,353
9 scientific-visualization-book 9,995
10 Numba 9,350
11 mlcourse.ai 9,345
12 trax 7,928
13 einops 7,809
14 tensorboardX 7,777
15 cupy 7,694
16 chainer 5,857
17 orjson 5,456
18 orange 4,563
19 datasets 4,141
20 PyQtGraph 3,636
21 xarray 3,380
22 mars 2,672
23 napari 2,032
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SaaSHub helps you find the best software and product alternatives
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