Stars
UnitRefine is a machine-learning toolbox that simplifies spike sorting curation by reducing manual curation.
Repo with resources to pass the AWS ML Specialty exam
🙃 A delightful community-driven (with 2,400+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python…
Research on Tabular Deep Learning: Papers & Packages
The lean application framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and a web browser.
Neural Pipeline Search (NePS): Helps deep learning experts find the best neural pipeline.
The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"
A curated list of automated machine learning papers, articles, tutorials, slides and projects
Distributed Asynchronous Hyperparameter Optimization in Python
BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.
Legacy mirror of Darwin Kernel. Replaced by https://github.com/apple-oss-distributions/xnu
A small package to create visualizations of PyTorch execution graphs
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Domain specific language for configuration spaces in Python. Useful for hyperparameter optimization and algorithm configuration.
BOAH: Bayesian Optimization & Analysis of Hyperparameters
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
Automated Machine Learning with scikit-learn
Automatic architecture search and hyperparameter optimization for PyTorch
a distributed Hyperband implementation on Steroids
Neural Network optimizers implemented from scratch in numpy (Adam, Adadelta, RMSProp, SGD, etc.)
Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need