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Top 22 Python Scipy Projects
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.
SciPy library main repositoryProject mention: Python | reddit.com/r/ProgrammerHumor | 2022-12-29
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Parallel computing with task schedulingProject mention: A peek into Location Data Science at Ola | dev.to | 2022-09-26
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.
Open Machine Learning CourseProject mention: mlcourse.ai: NEW Courses - star count:8584.0 | reddit.com/r/algoprojects | 2023-02-04
NumPy & SciPy for GPUProject mention: ELI5: Why doesn't numpy work on GPUs? | reddit.com/r/learnpython | 2023-01-31
u/Spataner's answer is great. If you WANT GPU-enabled numpy functions, I would check out CuPy: https://cupy.dev/
Python library for audio and music analysisProject 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:
🍊 :bar_chart: :bulb: Orange: Interactive data analysisProject mention: Statistical Analysis software based on Python? | reddit.com/r/Python | 2023-01-28
Only thing I can think of is Orange, which has some statistics capability, but isn't its focus.
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Python audio and music signal processing library
🎚️ Open Source Audio Matching and MasteringProject mention: what am I doing wrong? 😞 | reddit.com/r/musicproduction | 2022-06-27
Ever tried matching ? I really dig that tool: https://github.com/sergree/matchering
A friend to fetch your data filesProject 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) .
Python package to accelerate the sparse matrix multiplication and top-n similarity selectionProject mention: is there an ML approach to dedupe similar values in data set? | reddit.com/r/learnmachinelearning | 2022-05-02
Remote heart rate detection through Eulerian magnification of face videos
pure-Python HistFactory implementation with tensors and autodiffProject mention: Examples of PyTorch usages NOT pertaining to Deep Learning? | reddit.com/r/pytorch | 2022-04-29
Fast zero-overhead bindings between NumPy and EigenProject 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!
Skin export / import tools for Autodesk Maya (by AKEric)Project mention: The Fastest SkinCluster Export/Import- A Studio Workflow: The Art of Compression | reddit.com/r/Maya | 2022-04-25
High-level API for attractive and descriptive image visualization in Python
Python wrapper for Intel Math Kernel Library (MKL) matrix multiplication
🥄✨Time-series Benchmark methods that are Simple and Probabilistic (by alexhallam)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.
2D 3D Time independent FDM Schrodinger equation solver for arbitrary shape of well
small 1D fitter
Examples of the Python programming language (by wigging)Project mention: 🐍 Pythonic Programming - Examples of the Python programming language | reddit.com/r/Python | 2022-08-25
physics and science projects in pythonProject mention: some physics solving in python | reddit.com/r/PhysicsStudents | 2022-02-10
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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Python Scipy related posts
2 projects | reddit.com/r/termux | 13 Oct 2022
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.
1 project | reddit.com/r/Python | 9 Oct 2022
SciPy 1.9.2 released with Python 3.11 wheels
1 project | reddit.com/r/Python | 8 Oct 2022
🐍 Pythonic Programming - Examples of the Python programming language
2 projects | reddit.com/r/Python | 25 Aug 2022
How do I make charts like these in python?
1 project | reddit.com/r/datavisualization | 16 Aug 2022
Choosing Julia, Matlab, Python or R in economics?
5 projects | news.ycombinator.com | 13 Aug 2022
Formula for p-values for t-tests?
1 project | reddit.com/r/AskStatistics | 12 Aug 2022
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What are some of the best open-source Scipy projects in Python? This list will help you: