NumPy
manim
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NumPy | manim | |
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272 | 144 | |
26,290 | 57,814 | |
1.6% | - | |
10.0 | 8.6 | |
5 days ago | 10 days ago | |
Python | Python | |
GNU General Public License v3.0 or later | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
NumPy
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Dot vs Matrix vs Element-wise multiplication in PyTorch
In NumPy with @, dot() or matmul():
- NumPy 2.0.0 Beta1
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Element-wise vs Matrix vs Dot multiplication
In NumPy with * or multiply(). ` or multiply()` can multiply 0D or more D arrays by element-wise multiplication.
- JSON dans les projets data science : Trucs & Astuces
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JSON in data science projects: tips & tricks
Data science projects often use numpy. However, numpy objects are not JSON-serializable and therefore require conversion to standard python objects in order to be saved:
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Introducing Flama for Robust Machine Learning APIs
numpy: A library for scientific computing in Python
- help with installing numpy, please
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A Comprehensive Guide to NumPy Arrays
Python has become a preferred language for data analysis due to its simplicity and robust library ecosystem. Among these, NumPy stands out with its efficient handling of numerical data. Let’s say you’re working with numbers for large data sets—something Python’s native data structures may find challenging. That’s where NumPy arrays come into play, making numerical computations seamless and speedy.
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Why do all the popular projects use relative imports in __init__ files if PEP 8 recommends absolute?
I was looking at all the big projects like numpy, pytorch, flask, etc.
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NumPy 2.0 development status & announcements: major C-API and Python API cleanup
I wish the NumPy devs would more thoroughly consider adding full fluent API support, e.g. x.sqrt().ceil(). [Issue #24081]
manim
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3Blue1Brown: Visualizing Attention, a Transformer's Heart
That is definitely one of the things he does better than most. He actually wrote a custom library for math animations: https://github.com/3b1b/manim
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Where Is Noether's Principle in Machine Learning?
Not quite what you're looking for, but worth pointing out that Grant Sanderson of 3Blue1Brown has published the "framework" he uses for his math videos on GitHub.
https://github.com/3b1b/manim
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3Blue1Brown Calculus Blog Series
3b1b uses a python library for creating those videos.
https://github.com/3b1b/manim
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Animating High School Maths Curriculum
Manim, 3b1b's animation library is open source: https://github.com/3b1b/manim
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Why do people think animation involves a ton of coding?
Coming to motion design, this rumour takes of due to the fact that there are programming libraries like Manim and Motion-Canvas which are actually used to generate animations from code. You can search 3Blue1Brown channel on youtube.
- Connaissez-vous des petits youtubeurs dans le style de Micode?
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Stickman fucks around with math and finds out
It kinda looks like this: https://github.com/3b1b/manim, but that would be a crazy usage of it. Wondering if they’re compositing Manim with a more traditional animation suite.
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Online classes in china 🔥
Probably used this for the animation: https://github.com/3b1b/manim
- Material python
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What language for creating mathematical modeling program?
3blue1brown has had success with (their tool) manim, which uses Python.
What are some alternatives?
SymPy - A computer algebra system written in pure Python
geogebra - GeoGebra apps (mirror)
Pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
reanimate - Haskell library for building declarative animations based on SVG graphics
blaze - NumPy and Pandas interface to Big Data
Tools-to-Design-or-Visualize-Architecture-of-Neural-Network - Tools to Design or Visualize Architecture of Neural Network
SciPy - SciPy library main repository
matplotplusplus - Matplot++: A C++ Graphics Library for Data Visualization 📊🗾
Numba - NumPy aware dynamic Python compiler using LLVM
jupyter-manim - manim cell magic for IPython/Jupyter to show the output video
Nim - Nim is a statically typed compiled systems programming language. It combines successful concepts from mature languages like Python, Ada and Modula. Its design focuses on efficiency, expressiveness, and elegance (in that order of priority).
substrate - Substrate: The platform for blockchain innovators