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. Learn more →
Top 23 Numpy Open-Source Projects
-
-
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.
-
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
-
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.
-
-
datasets
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
-
-
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.
-
-
scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
-
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
-
-
-
einops
Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
-
-
-
-
-
-
machine_learning_complete
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
-
SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
fyi should work on most 40xx[1]
[1] https://github.com/pytorch/pytorch/issues/119638#issuecommen...
Project mention: About Data analyst, data scientist and data engineer, resources and experiences | dev.to | 2024-03-26Python Data Science Handbook
🎇 Repository Link: 30 Days of Python
In NumPy with @, dot() or matmul():
Project mention: 🐍🐍 23 issues to grow yourself as an exceptional open-source Python expert 🧑💻 🥇 | dev.to | 2023-10-19
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
Project mention: Book to practice along Mckinney's "Python for data analysis" | /r/learnpython | 2023-06-16Check out this numpy 100 exercises repo.
Project mention: Scientific Visualization: Python and Matplotlib | news.ycombinator.com | 2024-02-13
Project mention: I'm a 42-years-old librarian whithout any math background and I'm willing to learn | /r/learnmachinelearning | 2023-04-27If you really like to dig into math, I liked the Udacity course on Intro to Deeplearning with Pytorch. Also, the Stanford course CS231n Convolutional Neural Networks for Visual Recognition is a good place to understand some basics. Other two courses to get you jumpstarted are Practical Deep Learning for Coders and Linear Algebra Course by FastAI
Around the same time, I discovered Numba and was fascinated by how easily it could bring huge performance improvements to Python code.
and the implementation https://github.com/google/trax/blob/master/trax/models/resea... if you are interested.
Hope you get to look into this!
Project mention: Einops: Flexible and powerful tensor operations for readable and reliable code | news.ycombinator.com | 2023-12-12
Project mention: ChaiNNer – Node/Graph based image processing and AI upscaling GUI | news.ycombinator.com | 2023-07-19There is already an AI framework named Chainer: https://github.com/chainer/chainer
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 2024-04-15.
Numpy related posts
- Tinygrad: Hacked 4090 driver to enable P2P
- Functions and operators for Dot and Matrix multiplication and Element-wise calculation in PyTorch
- Dot vs Matrix vs Element-wise multiplication in PyTorch
- Building a GPT Model from the Ground Up!
- NumPy 2.0.0 Beta1
- Element-wise vs Matrix vs Dot multiplication
- JSON dans les projets data science : Trucs & Astuces
-
A note from our sponsor - InfluxDB
www.influxdata.com | 19 Apr 2024
Index
What are some of the best open-source Numpy projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Pytorch | 77,544 |
| 2 | PythonDataScienceHandbook | 41,407 |
| 3 | 30-Days-Of-Python | 31,031 |
| 4 | data-science-ipython-notebooks | 26,438 |
| 5 | NumPy | 26,290 |
| 6 | datasets | 18,376 |
| 7 | ivy | 14,016 |
| 8 | Dask | 11,982 |
| 9 | numpy-100 | 11,440 |
| 10 | scientific-visualization-book | 10,030 |
| 11 | numerical-linear-algebra | 9,993 |
| 12 | Numba | 9,404 |
| 13 | mlcourse.ai | 9,382 |
| 14 | trax | 7,948 |
| 15 | einops | 7,897 |
| 16 | tensorboardX | 7,792 |
| 17 | cupy | 7,753 |
| 18 | py | 6,619 |
| 19 | chainer | 5,861 |
| 20 | orjson | 5,520 |
| 21 | MegEngine | 4,713 |
| 22 | orange | 4,594 |
| 23 | machine_learning_complete | 4,497 |
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com