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Top 23 Numpy Open-Source Projects
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fyi should work on most 40xx[1]
[1] https://github.com/pytorch/pytorch/issues/119638#issuecommen...
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Project mention: About Data analyst, data scientist and data engineer, resources and experiences | dev.to | 2024-03-26
Python Data Science Handbook
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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.
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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
🎇 Repository Link: 30 Days of Python
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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.
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In NumPy with @, dot() or matmul():
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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 -
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
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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.
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Project mention: Book to practice along Mckinney's "Python for data analysis" | /r/learnpython | 2023-06-16
Check out this numpy 100 exercises repo.
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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 -
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
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
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Around the same time, I discovered Numba and was fascinated by how easily it could bring huge performance improvements to Python code.
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and the implementation https://github.com/google/trax/blob/master/trax/models/resea... if you are interested.
Hope you get to look into this!
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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 -
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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
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machine_learning_complete
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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A note from our sponsor - WorkOS
workos.com | 17 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 | 41,364 |
3 | 30-Days-Of-Python | 30,361 |
4 | data-science-ipython-notebooks | 26,438 |
5 | NumPy | 26,231 |
6 | datasets | 18,345 |
7 | ivy | 14,016 |
8 | Dask | 11,965 |
9 | numpy-100 | 11,405 |
10 | scientific-visualization-book | 10,017 |
11 | numerical-linear-algebra | 9,993 |
12 | Numba | 9,404 |
13 | mlcourse.ai | 9,382 |
14 | trax | 7,948 |
15 | einops | 7,875 |
16 | tensorboardX | 7,792 |
17 | cupy | 7,734 |
18 | py | 6,619 |
19 | chainer | 5,861 |
20 | orjson | 5,520 |
21 | MegEngine | 4,712 |
22 | orange | 4,594 |
23 | machine_learning_complete | 4,497 |