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Top 22 Python Scipy Projects
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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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Data scientists work on phenomenally large datasets, and Dask is a handy tool for exploration within the confines of a single cloud VM or their local PCs. Location data visualization is an essential part of deciding further algorithm development and roadmap for projects. This lays the foundation for data engineering and science to work at scale, with petabytes of data.
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Project mention: mlcourse.ai: NEW Courses - star count:8584.0 | reddit.com/r/algoprojects | 2023-02-04
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u/Spataner's answer is great. If you WANT GPU-enabled numpy functions, I would check out CuPy: https://cupy.dev/
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Project mention: Looking for a program that will examine a folder full of mp3s or flacs and list out ones with lower or higher than average volume | reddit.com/r/software | 2022-10-29
librosa can do that easily but I think there is an easier way to find what are you looking for:
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Only thing I can think of is Orange, which has some statistics capability, but isn't its focus.
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Sonar
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Ever tried matching ? I really dig that tool: https://github.com/sergree/matchering
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Project mention: Is there a crate to download files when needed (using, say, SHA256)? | reddit.com/r/rust | 2022-02-20
Python has fatiando/pooch: A friend to fetch your data files (github.com) .
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sparse_dot_topn
Python package to accelerate the sparse matrix multiplication and top-n similarity selection
Project mention: is there an ML approach to dedupe similar values in data set? | reddit.com/r/learnmachinelearning | 2022-05-02 -
eulerian-remote-heartrate-detection
Remote heart rate detection through Eulerian magnification of face videos
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Project mention: Examples of PyTorch usages NOT pertaining to Deep Learning? | reddit.com/r/pytorch | 2022-04-29
pyhf
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Project mention: Show HN: Point Cloud Utils – A Python library for 3D point clouds and meshes | news.ycombinator.com | 2023-01-05
This is a utility library I slowly built up during my PhD and has become my swiss army knife for processing 3D data. It's super easy to install (only depends on NumPy and SciPy).
The goal of the library to have an extremely simple API for geometry processing which uses NumPy arrays as a core data structure (so it can be dropped into whatever numerical codebase you're working with).
Most of the library is written in C++ using a custom binding framework (https://github.com/fwilliams/numpyeigen) that I wrote which avoids copies when converting NumPy arrays to Eigen Matrix types.
Happy to answer any questions you might have about it and I hope Point Cloud Utils is useful to you!
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Project mention: The Fastest SkinCluster Export/Import- A Studio Workflow: The Art of Compression | reddit.com/r/Maya | 2022-04-25
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Project mention: Statistical vs. Deep Learning forecasting methods | news.ycombinator.com | 2022-12-01
I use my package https://github.com/alexhallam/tablespoon to generate naive forecasts then evaluate the crps of the naive vs the crps of the alternative method. This “skill score” approach is very good.
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SchrodingerWellPython
2D 3D Time independent FDM Schrodinger equation solver for arbitrary shape of well
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Project mention: 🐍 Pythonic Programming - Examples of the Python programming language | reddit.com/r/Python | 2022-08-25
https://github.com/wigging/pythonic/blob/main/examples/flask-ajax/templates/index.html
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might be helpful for students here in various topics like classical and quantum mechanics for better understanding the subject ! physics simulated
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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 2023-02-04.
Python Scipy related posts
- scipy?
- Python - SciPy basic Introduction What is SciPy? SciPy is a scientific computation library that uses NumPy underneath. SciPy stands for Scientific Python. It provides more utility functions for optimization, stats and signal processing. Like NumPy, SciPy is open source so we can use it freely.
- SciPy 1.9.2 released with Python 3.11 wheels
- 🐍 Pythonic Programming - Examples of the Python programming language
- How do I make charts like these in python?
- Choosing Julia, Matlab, Python or R in economics?
- Formula for p-values for t-tests?
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A note from our sponsor - InfluxDB
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Index
What are some of the best open-source Scipy projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | data-science-ipython-notebooks | 24,571 |
| 2 | SciPy | 10,758 |
| 3 | Dask | 10,716 |
| 4 | mlcourse.ai | 8,586 |
| 5 | cupy | 6,635 |
| 6 | librosa | 5,634 |
| 7 | orange | 3,919 |
| 8 | madmom | 1,023 |
| 9 | matchering | 824 |
| 10 | pooch | 362 |
| 11 | sparse_dot_topn | 303 |
| 12 | eulerian-remote-heartrate-detection | 261 |
| 13 | pyhf | 235 |
| 14 | numpyeigen | 102 |
| 15 | skinner | 76 |
| 16 | seaborn-image | 48 |
| 17 | sparse_dot | 47 |
| 18 | tablespoon | 35 |
| 19 | SchrodingerWellPython | 24 |
| 20 | tidfit | 11 |
| 21 | pythonic | 7 |
| 22 | python-physics-stuffs | 0 |
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