tabmat
pycm
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tabmat | pycm | |
---|---|---|
1 | 18 | |
102 | 1,429 | |
2.0% | - | |
8.4 | 5.0 | |
6 days ago | 2 months ago | |
Python | Python | |
BSD 3-clause "New" or "Revised" License | 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.
tabmat
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[P] glum: High performance Python generalized linear modeling, a glmnet alternative!
We're also releasing tabmat (https://github.com/Quantco/tabmat/), a tabular matrix backend for glum. It supports mixes of dense, sparse and categorical matrices. On some operations, tabmat is 50x faster than scipy.sparse! And it's memory-efficient.
pycm
- PyCM 4.0 Released: Multilabel Confusion Matrix Support
- PyCM 3.9 Released: Log-loss Support
- PyCM 3.8 Released: Distance/Similarity Support
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[P] PyCM 3.7 released: ROC curve and Precision-Recall curve are added
The complete change log of this version is available here.
- PyCM 3.7 Released: ROC/PR Curve Support
- PyCM 3.6 released: Multi-class confusion matrix library in Python
- PyCM 3.5 released: Multi-class confusion matrix library in Python
- PyCM 3.4 released: Multi-class confusion matrix library in Python
- [P] PyCM 3.3 released: Comparison of Classifiers Based on Confusion Matrix
What are some alternatives?
pyGAM - [HELP REQUESTED] Generalized Additive Models in Python
seq2seq - A general-purpose encoder-decoder framework for Tensorflow
glum - High performance Python GLMs with all the features!
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
Sparsebit - A model compression and acceleration toolbox based on pytorch.
AI-Expert-Roadmap - Roadmap to becoming an Artificial Intelligence Expert in 2022
mixed-naive-bayes - Naive Bayes with support for categorical and continuous data
InvoiceNet - Deep neural network to extract intelligent information from invoice documents.
pretty-print-confusion-matrix - Confusion Matrix in Python: plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib
pyod - A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
mlnotify - 🔔 No need to keep checking your training - just one import line and you'll know the second it's done.
ANN-decompiler - "AI" demystified: a decompiler