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: Releasing The Force Of Machine Learning: A Novice’s Guide 😃 | dev.to | 2024-02-22

    PyTorch: An open-source deep learning framework that facilitates dynamic computational graphs, making it flexible and efficient for research and production.

  • 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

  • WorkOS

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

  • 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: Introducing Flama for Robust Machine Learning APIs | dev.to | 2023-12-18

    numpy: A library for scientific computing in Python

  • 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
  • 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.

  • 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
  • mlcourse.ai

    Open Machine Learning Course

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

  • 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!

  • tensorboardX

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

    Project mention: [D] 2022 State of Competitive ML -- The Downfall of TensorFlow | /r/MachineLearning | 2023-03-14

    Tensorboardx is your friend: https://github.com/lanpa/tensorboardX

  • 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
  • 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: Segunda linguagem | /r/brdev | 2023-12-10
  • orange

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

    Project mention: Taxonomy Management? | /r/technicalwriting | 2023-12-05

    First is identifying the "similar" things in a corpus. Best way I know to do that, for non-programmer audiences, is the Orange Data Mining tool, which gives you a node-based text mining interface to perform statistical analysis on text. Hierarchical Clustering shows - very rapidly - how similar your "modules" are, which ones are most similar. There's many other techniques (semantic viewer, similarity hash, etc) as well - the right one will depend on how your content is laying about.

  • 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

  • Onboard AI

    ChatGPT with full context of any GitHub repo. Onboard AI learns any GitHub repo in minutes and lets you chat with it to locate functionality, understand different parts, and generate new code. Use it for free at app.getonboardai.com.

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 2024-02-22.

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 75,519
2 30-Days-Of-Python 29,149
3 data-science-ipython-notebooks 26,140
4 NumPy 25,768
5 datasets 18,064
6 ivy 13,953
7 Dask 11,806
8 numpy-100 11,265
9 scientific-visualization-book 9,926
10 mlcourse.ai 9,304
11 Numba 9,249
12 trax 7,884
13 tensorboardX 7,768
14 einops 7,688
15 cupy 7,568
16 chainer 5,846
17 orjson 5,335
18 orange 4,509
19 datasets 4,114
20 PyQtGraph 3,593
21 xarray 3,347
22 mars 2,669
23 napari 1,998
ChatGPT with full context of any GitHub repo.
Onboard AI learns any GitHub repo in minutes and lets you chat with it to locate functionality, understand different parts, and generate new code. Use it for free at app.getonboardai.com.
app.getonboardai.com