Python Numpy

Open-source Python projects categorized as Numpy | Edit details

Top 23 Python Numpy Projects

  • GitHub repo 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.

  • GitHub repo NumPy

    The fundamental package for scientific computing with Python.

    Project mention: Slängde ihop ett pythonskript som skrapade kommentarerna på "Vad jobbar ni med"-inlägget från igår | reddit.com/r/sweden | 2022-01-11
  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • GitHub repo datasets

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

    Project mention: Hugging Face Introduces ‘Datasets’: A Lightweight Community Library For Natural Language Processing (NLP) | reddit.com/r/artificial | 2021-11-08

    Code for https://arxiv.org/abs/2109.02846 found: https://github.com/huggingface/datasets

  • GitHub repo Dask

    Parallel computing with task scheduling

    Project mention: What does it mean to scale your python powered pipeline? | dev.to | 2022-01-03

    Dask: Distributed data frames, machine learning and more

  • GitHub repo numpy-100

    100 numpy exercises (with solutions)

    Project mention: Can anyone recommend resources to prepare for Pandas and Numpy interview questions? | reddit.com/r/datascience | 2021-09-24
  • GitHub repo Numba

    NumPy aware dynamic Python compiler using LLVM

    Project mention: Defining a concatenated series of strings with comments in-between | reddit.com/r/learnpython | 2022-01-17

    Do you mean numba? as in https://numba.pydata.org/

  • GitHub repo trax

    Trax — Deep Learning with Clear Code and Speed

    Project mention: [D] Paper Explained - Sparse is Enough in Scaling Transformers (aka Terraformer) | Video Walkthrough | reddit.com/r/MachineLearning | 2021-12-01

    Code: https://github.com/google/trax/blob/master/trax/examples/Terraformer_from_scratch.ipynb

  • SonarQube

    Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.

  • GitHub repo cupy

    NumPy & SciPy for GPU

    Project mention: CUDA_ERROR_SYSTEM_NOT_READY | reddit.com/r/jellyfin | 2021-12-08

    Interesting, your problem it's with the drive/transcoder and not with Jellyfin itself. I found a thread on github that may be useful. But that's beyond my current knowledge.

  • GitHub repo einops

    Deep learning operations reinvented (for pytorch, tensorflow, jax and others)

    Project mention: [D] What are your favorite tools to visualize/explain tensor operations? | reddit.com/r/MachineLearning | 2022-01-11

    einops: just look at the pretty visual GIF and be amazed

  • GitHub repo orange

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

    Project mention: ETL Library for Python | reddit.com/r/Python | 2021-09-27

    "On the simpler side". Do you mean with a graphical interface? Then, orange would be a nice solution. https://orangedatamining.com/

  • GitHub repo datasets

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

    Project mention: We built a pi controlled hydroponics box that grows your plants 1.5x faster using ML | reddit.com/r/raspberry_pi | 2021-04-26

    but it looks like none of your plants are supported by the plantvillage model, or do I understand something wrong? https://github.com/tensorflow/datasets/blob/master/tensorflow_datasets/image_classification/plant_village.py#L57

  • GitHub repo orjson

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

    Project mention: A simple Python package written using Rust and Pyo3 (XBRL XML to JSON/CSV parser) | reddit.com/r/Python | 2022-01-11

    I recently discovered the amazing Pyo3 library which makes it relatively easy to write a Python package using a Rust library. This enables the development of Python packages that utilize the blazing speed of Rust with the usability of Python. Packages such as ORJSON use this approach to achieve state-of-the-art speeds through a Python package.

  • GitHub repo xarray

    N-D labeled arrays and datasets in Python

    Project mention: How we found and helped fix 24 bugs in 24 hours (in Tensorflow, Sentry, V8, PyTorch, Hue, and more) | dev.to | 2022-01-05

    Pydata's xarray

  • GitHub repo mars

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

  • GitHub repo numpyro

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

    Project mention: Saving the World with Bayesian Modeling | news.ycombinator.com | 2021-02-23

    Perhaps an alternative to look into: Numpyro [1] has a JAX backend so can be really fast when compiled; and it can run on GPUs. So that might be helpful for your problem with loads of data.

    [1] https://github.com/pyro-ppl/numpyro

  • GitHub repo napari

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

    Project mention: AUR python package and /usr/lib/python write permissions | reddit.com/r/archlinux | 2021-12-15

    It's napari. Those "assets" are some qt-recourses that need to be compiled from svg. I don't know the details on how this works. I wanted to understand if this is something I should try to solve with my PKGBUILD, before opening a PR and going down the rabbithole :)

  • GitHub repo Eliot

    Eliot: the logging system that tells you *why* it happened

  • GitHub repo madmom

    Python audio and music signal processing library

    Project mention: Do you know any Onset Detection methods? | reddit.com/r/DSP | 2021-03-19

    There are also online & offline onset detection approaches available as part of the Python madmom library https://github.com/CPJKU/madmom as binaries and Python classes. The methods included in madmom have shown state of the art results in multiple Music Information Retrieval Evaluation eXchange (MIREX) campaigns in recent years. Hope that's useful to you.

  • GitHub repo GeneticAlgorithmPython

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

    Project mention: [D] Shape Generation Algorithm | reddit.com/r/MachineLearning | 2021-12-03

    My pleasure! I'm assuming you're working in Python, so this repo looks like it could be promising (disclaimer: I haven't used it).

  • GitHub repo yolo-tf2

    yolo(all versions) implementation in keras and tensorflow 2.x

    Project mention: How to write a resume for python / ML jobs? | reddit.com/r/learnmachinelearning | 2021-02-06

    my most useful project is yolo object detector implementation in tf2 and I'm currently working on 2 other projects, one of which is the implementation of various drl algorithms in tf and the other project will be based on the latter and it's concerned with trading. The rest are more of scripts rather than projects ex: web scraping, file management, programming challenges ...

  • GitHub repo pyment

    Format and convert Python docstrings and generates patches

    Project mention: Change docstring style for a project's entire codebase | reddit.com/r/pycharm | 2021-05-17

    Ah - I was thrown off by 'type' vs 'style'. You might want to take a look at https://github.com/dadadel/pyment

  • GitHub repo baby-names-analysis

    Data ETL & Analysis on the dataset 'Baby Names from Social Security Card Applications - National Data'.

    Project mention: [For Hire] Data Analysis, Bots, Web Scrapers & Automation Software | reddit.com/r/jobbit | 2021-02-23

    Baby Names Analysis using NumPy, pandas, Matplotlib and Seaborn.

  • GitHub repo matchering

    🎚️ Open Source Audio Matching and Mastering

    Project mention: Mastering Plugin | reddit.com/r/linuxaudio | 2021-02-02

    Re: Matchering (https://github.com/sergree/matchering), here is a little more information. If I recall correctly there is a docker-ized version so you can run it locally relatively easily if you are willing to learn a couple of bash commands. I have not played with it a lot and it is separate from the DAW.

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 2022-01-17.

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 data-science-ipython-notebooks 22,327
2 NumPy 19,316
3 datasets 11,809
4 Dask 9,392
5 numpy-100 7,759
6 Numba 7,174
7 trax 6,721
8 cupy 5,669
9 einops 4,129
10 orange 3,211
11 datasets 3,116
12 orjson 2,736
13 xarray 2,377
14 mars 2,329
15 numpyro 1,240
16 napari 1,219
17 Eliot 936
18 madmom 850
19 GeneticAlgorithmPython 752
20 yolo-tf2 730
21 pyment 680
22 baby-names-analysis 558
23 matchering 536
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