Repository Index

Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

• dataframe
• python
• bigdata
• tabular-data

Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

• neocortex
• artificial-intelligence
• machine-intelligence
• hierarchical-temporal-memory

Up to 100x faster strings for C, C++, CUDA, Python, Rust, Swift, JS, & Go, leveraging NEON, AVX2, AVX-512, SVE, GPGPU, & SWAR to accelerate search, hashing, sorting, edit distances, sketches, and memory ops 🦖

• simd
• dataset
• string
• string-manipulation

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

• machine-learning
• python
• statistics
• scikit-learn

Fast Disk And Memory Space Visualization App for Mac, Windows and Ubuntu

• charts
• diskspace
• memory
• space

Project SnappyData - memory optimized analytics database, based on Apache Spark™ and Apache Geode™. Stream, Transact, Analyze, Predict in one cluster

• snappydata
• spark
• memory-database
• analytics

Code for PaperRobot: Incremental Draft Generation of Scientific Ideas

• pytorch
• memory-networks
• generation
• end-to-end-learning

BatchFlow helps you conveniently work with random or sequential batches of your data and define data processing and machine learning workflows even for datasets that do not fit into memory.

• python3
• data-science
• machine-learning
• python

Random forests for R for large data sets, optimized with parallel tree-growing and disk-based memory

A fast, simple, memory-efficient graph layout algorithm for visualizing networks in D3

• javascript
• d3js
• graph
• visualization

CNN, Caffe, LaMem,Azure