torchview
best-of-ml-python
torchview | best-of-ml-python | |
---|---|---|
2 | 16 | |
702 | 15,364 | |
- | 0.9% | |
0.0 | 7.8 | |
9 days ago | 7 days ago | |
Python | Python | |
MIT License | Creative Commons Attribution Share Alike 4.0 |
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.
torchview
-
NNViz can visualize any pytorch model
The only exception I found is Torchview, but I was unaware of its existence until recently, since both NNViz and Torchview were created roughly 3 months ago. Torchview is really cool, has some unique and interesting features and seems pretty well done, you should try it.
-
Package for visualizing pytorch models
If you wanted to checkout the repo for the project, see here
best-of-ml-python
-
Ask HN: How to get back into AI?
For Python, here's a nice compilation: https://github.com/ml-tooling/best-of-ml-python/blob/main/RE...
- Best-Of Machine Learning with Python
-
Questions regarding Job Requirements for data analyst to data science transition?
You will need numpy, scipy, pandas, scikit-learn, Keras/tensorflow/pytorch, xgboost and many many many others. See this list for example.
- Awesome list of ML
- Are there any speech recognition modules so I can write one and do not have to rely on google and the likes?
-
Learning opencv
Take a look at this list on github. It has a pretty comprehensive list of python image libraries.
- Best-of Machine Learning with Python
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
What are some alternatives?
d2l-en - Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Awesome-WAF - 🔥 Web-application firewalls (WAFs) from security standpoint.
pytest-visual - A visual testing framework for ML with automated change detection
ktrain - ktrain is a Python library that makes deep learning and AI more accessible and easier to apply
ManimML - ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.
dtale - Visualizer for pandas data structures
pytorch-symbolic - Provides symbolic API for model creation in PyTorch.
ffcv - FFCV: Fast Forward Computer Vision (and other ML workloads!)
Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials - A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
awesome-python - An opinionated list of awesome Python frameworks, libraries, software and resources.
nnviz - Torch nn vizualization
kmodes - Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data