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lance
A columnar data format that is 100x faster than Parquet for random access
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rgwml
ONLY 🤯 RUST-dominant AI, Data Science & Machine Learning RUST Library designed to minimize developer cognitive load, and replicate the Python Pandas Library with OpenAI, XGBoost…
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lance-bitpacking
Vendored copy of https://github.com/spiraldb/fastlanes for use in Lance
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trueno-viz
SIMD/GPU/WASM-accelerated visualization library for data science and ML
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lace
A probabilistic cross-categorization engine
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fluxor
versatile Rust web framework designed for data science and computing science applications
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fsst
FSST string compression for Lance
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quantrs2-ml
Quantum Machine Learning module for QuantRS2
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lance-datagen
A columnar data format that is 100x faster than Parquet for random access
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fluxor_cli
Fluxor CLI: a command-line tool that allows developers to quickly and efficiently create project starters for the Fluxor web framework
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lance-datafusion
Internal utilities used by other lance modules to simplify working with datafusion
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wbi-rs
+ CLI to fetch, store, visualize, and summarize World Bank indicator data
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r4pm
Process Mining CLI for working with (object-centric) event data
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concision
toolkit for designing machine-learning models in Rust
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kerblam
A project management tool for data science and bioinformatics
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datahugger
fetching data and metadata from DOI or URL
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lance-file
Lance file format
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graphina
A graph data science library for Rust
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lance-namespace
Lance Namespace Core APIs
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lance-namespace-impls
Lance Namespace Implementations
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lance-encoding
Encoders and decoders for the Lance file format
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lace_cc
Core of the Lace cross-categorization engine library
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lance-table
Lance table format
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lance-io
I/O utilities for Lance
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lance-index
Lance indices implementation
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rusty-logging
Logging for OpsML
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lance-linalg
A columnar data format that is 100x faster than Parquet for random access
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lance-jni
JNI bindings for Lance Columnar format
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lance-arrow
Arrow Extension for Lance
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ndtensor
An n-dimensional tensor
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lance-encoding-datafusion
Encoders and decoders for the Lance file format that rely on datafusion
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snowflake-connector
Connect to Snowflake
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lance-geo
Lance's geospatial extension providing geospatial UDFs
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json2csv
convert JSON to CSV
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find_peaks
Find peaks that match criteria in 1D data
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sparsers
sparerse-rs: sparse matrix computation written in rust
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lance-testing
A columnar data format that is 100x faster than Parquet for random access
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newslookout
A web scraping platform built for news scanning, using LLMs for text processing, powered by Rust
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amadeus
Harmonious distributed data processing & analysis in Rust. parquet postgres aws s3 cloudfront elb json csv logs hadoop hdfs arrow common crawl
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lance-examples
Lance examples in Rust
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axion-data
A high-performance data processing library written in Rust, providing DataFrame and Series functionality similar to pandas
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concision-utils
Concision is a toolkit for designing machine-learning models in Rust
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concision-data
additional tools for working with datasets
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xpttools
XPT read library in rust and cli tool to converst to CSV
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concision-ext
implements additional models using the concision framework
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RustFrames
A blazing-fast, memory-safe alternative to NumPy + Pandas, written in Rust
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concision-traits
implements the core modules for the concision framework
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cox-hazards
Cox proportional hazards regression with elastic net regularization
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scidataflow
A command-line tool to manage scientific research project data
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kaggle
Unofficial rust implementation of the kaggle api
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concision-transformer
implements the transformer model using the concision framework
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concision-kan
implements the kan model using the concision framework
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otters-rs
High-performance vector search with metadata filtering
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concision-init
various random distribution and initialization routines for the concision framework
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concision-neural
implements various abstractions for designing neural networks
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sklears
A comprehensive machine learning library in Rust, inspired by scikit-learn
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lace_data
Data definitions and data container definitions for Lace
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concision-math
Concision is a toolkit for designing machine-learning models in Rust
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rotoml
A native Rust AutoML pipeline toolkit
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concision-params
implements the core modules for the concision framework
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live-iron
A performant, extensible cellular and genetic automata library for Rust
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sklears-simd
High-performance SIMD acceleration primitives for the Sklears machine learning ecosystem
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lance-tools
Tools for interacting with Lance files and tables
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SparseDOKs
Sparse-matrix DOK implementations
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light-snowflake-connector
Lightweight wrapper around Snowflake's REST API
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concision-s4
implements the s4 model using the concision framework
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concision-models
implements additional models using the concision framework
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confusion_matrix
Confusion matrix implementation for storing results from a classification experiment and providing statistical information
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moose
Encrypted learning and data processing framework
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specds
A spec-driven data science pipeline generator using LLMs
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lace_consts
Default constants for Lace
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evolution-slicer
Data slicing components for evolution
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fluent_data
A low footprint streaming data modelization library and service
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concision-snn
Synaptic Neural Networks for the Concision Machine Learning Framework
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ppca
Probabilistic Principal Component Analysis model
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evolution-parser
Data parsing functionality for evolution
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lance-core
Lance Columnar Format -- Core Library
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rusty_science
An easy to learn and use ML toolkit for rust
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jiro_nn
Neural Networks framework with model building & data preprocessing features
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wisard
nets implementation in Rust
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evolution-mocker
Mocking components of evolution
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evolution-target
Output targets for evolution
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automat
Data wrangling from the command line
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ravencol
Tabular data manipulation
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neural_networks_rust
Neural Networks framework with model specification & data preprocessing features
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jyafn
Computational graphs for Data Science that compile to machine code
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ff_k_center
A linear-time k-center algorithm with fairness conditions and worst-case guarantees that is very fast in practice. Includes python bindings.
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aorist
Cdylib for aorist project. Can be accessed from Python.
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evolution-builder
Builder implementations for evolution
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evolution-common
Common util components of evolution
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fast-neural-network
A heavily parallelized neural network library designed for speed and flexability
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ream
Data language for building maintainable social science datasets
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rusty_learn
A small, educational, scikit-learn-like machine learning library written in Rust
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evolution-schema
Schema implementations for evolution
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snowflake-deserializer
Connect to Snowflake, used with snowflake-connector crate
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amadeus-types
Harmonious distributed data analysis in Rust
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telraam-rs
Teraam API CLI and library for collecting data from the IOT devices
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concision-core
implements the core modules for the concision framework
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evolution-writer
Output target writers for evolution
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feature-factory
A high-performance feature engineering library for Rust powered by Apache DataFusion
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concision-linear
Concision is a complete data-science toolkit written in Rust
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aorist_primitives
Primitive macros for the aorist project
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aorist_ast
AST (Abstract Syntax Tree) building blocks for the aorist project
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ssam
short for split sampler, splits one or more text-based input files into multiple sets using random sampling. This is useful for splitting data into a training, test and development sets, or whatever sets you desire.
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aorist_attributes
Definitions for various kinds of data attributes in the aorist project
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aorist_constraint
Example constraint crate for the aorist project
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presto-cli
Presto accelerates preprocessing with precision
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mars
A data science notebook
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DeepIron
machine learning and deep learning
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deep_rust
Machine learning crate in Rust (under dev)
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lance-test-macros
A columnar data format that is 100x faster than Parquet for random access
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sci_rust
A scientific Rust library
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kornia-core
Lightweight tensor library in Rust for computer vision
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parsnip
Data science metrics (presently categorical only) for Rust
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cogset
Generic implementations of clustering algorithms. Includes k-means, DBSCAN and OPTICS.
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rusty_kan
Kolmogorov-Arnold Networks in Rust
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concision-gnn
Concision is a complete data-science toolkit written in Rust
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lrtc
Compression-based low-resource text classification as introduced in Jiang et al (2023)
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egui_heatmap
Navigatable heatmap for use together with egui
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pachyderm
The official Pachyderm Rust library
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wandb
Weights & Biases Rust SDK
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overdose
Fast, Row Oriented, Kotlin, Scala-like dataframe
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concision-macros
custom macros for the concision framework
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amadeus-core
Harmonious distributed data analysis in Rust
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pmrs
Rust support to process mining functions. Includes a library and a small cli-interface.
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datasaurust
Blazingly fast implementation of the Datasaurus paper
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quickmath
A quick command-line math evaluator
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kddbscan
A k -Deviation Density Based Clustering Algorithm (kDDBSCAN)
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oner_induction
1R rule induction algorithm
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exotic
very rare deep learning framework for rust😏. (See also exotic_macro)
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oner_quantize
1R numeric quantization algorithm
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rds
Rust Data Science
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jmspack-rust
functions that James finds useful
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geocode
Find location information by using Google Maps or DataScienceToolkit API
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concision-derive
custom derive macros for the concision framework
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