Repository Index

Uniform Manifold Approximation and Projection

• umap
• dimensionality-reduction
• visualization
• machine-learning

A Flexible and Powerful Parameter Server for large-scale machine learning

• machine-learning
• parameter-server
• spark
• scala

Statistical Machine Intelligence & Learning Engine

• machine-learning
• regression
• clustering
• manifold-learning

An industrial deep learning framework for high-dimension sparse data

Learning in infinite dimension with neural operators.

• neural-operator
• neural-operators
• partial-differential-equations
• pytorch

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

• neural-network
• computer-vision
• sparse-tensors
• convolutional-neural-networks

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes

• deep-learning
• computer-vision
• machine-learning
• python

Feature selector is a tool for dimensionality reduction of machine learning datasets

The repository host gives no description.

Text Classification Algorithms: A Survey

• text-classification
• nlp-machine-learning
• document-classification
• text-processing

🏅State-of-the-art learned data structure that enables fast lookup, predecessor, range searches and updates in arrays of billions of items using orders of magnitude less space than traditional indexes

• data-structures
• database
• cpp
• research

Marvin: A Minimalist GPU-only N-Dimensional ConvNets Framework

Ropedia W0: Scaling Loco-Manipulation World Models across Embodiments with Human Experience

• cross-embodiment
• human-data
• loco-manipulation
• world-models

A fast xgboost feature selection algorithm

• machine-learning
• machine-learning-algorithms
• feature-selection
• xgboost-algorithm

The V Tensor Library

• v
• hacktoberfest
• autograd
• deep-learning

A sklearn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.

Bloofi: A java implementation of multidimensional Bloom filters

• bloom-filters
• java