Stars
Random Forests for Density Estimation in Python
tiktoken is a fast BPE tokeniser for use with OpenAI's models.
The entrance repository of Markdown presentation ecosystem
Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks
A playbook for systematically maximizing the performance of deep learning models.
Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
Implementation of Bayesian Hyperparameter Optimization of Machine Learning Algorithms
Command-line program to download videos from YouTube.com and other video sites
📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)
A pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF files
The WeightWatcher tool for predicting the accuracy of Deep Neural Networks
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
pyComBat is a Python 3 implementation of ComBat, one of the most widely used tool for correcting technical biases, called batch effects, in microarray expression data.
A python library for self-supervised learning on images.
strip output from Jupyter and IPython notebooks
Applied Machine Learning Explainability Techniques, published by Packt
Fit interpretable models. Explain blackbox machine learning.
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
Source for my Pythonic Perambulations blog
A cookiecutter template for conda packages using Python
A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.
A sample project that exists for PyPUG's "Tutorial on Packaging and Distributing Projects"
A game theoretic approach to explain the output of any machine learning model.
An R implementation emulating pythons "pathlib" oo path navigation interface.
A topic-centric list of HQ open datasets.