Update: 2021.08.09

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• datafuse (🥈18 · ⭐ 1.7K · 📈) - A Modern Real-Time Data Processing & Analytics DBMS with Cloud-.. Apache-2
• synth (🥈17 · ⭐ 490 · 📈) - The Declarative Data Generator. Apache-2
• linfa (🥇15 · ⭐ 1.1K · 📈) - A Rust machine learning framework. ❗Unlicensed
• Peroxide (🥈11 · ⭐ 230 · 📈) - Rust numeric library with R, MATLAB & Python syntax. ❗Unlicensed
• deduplicate-text-datasets (🥉7 · ⭐ 160 · 🐣) - Apache-2

➕ Added Projects

Projects that were recently added to this best-of list.

• onnxruntime-rs (🥉10 · ⭐ 68 · ➕) - Rust wrapper for Microsoft's ONNX Runtime (version.. ❗Unlicensed

Update: 2021.08.02

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• rust-autograd (🥈13 · ⭐ 320 · 📈) - Tensors and differentiable operations (like TensorFlow) in Rust. MIT
• lindera (🥇13 · ⭐ 110 · 📈) - A morphological analysis library. MIT
• rustling (🥈12 · ⭐ 65 · 💀) - Rust implementation of Duckling. ❗Unlicensed
• visionmagic (🥉11 · ⭐ 30 · 📈) - Collection of vision & graphics algorithms. ❗Unlicensed
• black-jack (🥈11 · ⭐ 26 · 📈) - DataFrame / Series data processing in Rust. ❗️GPL-3.0

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• ballista (🥈14 · ⭐ 2.2K · 📉) - Distributed compute platform implemented in Rust, and powered.. Apache-2
• texture-synthesis (🥈13 · ⭐ 1.4K · 📉) - Example-based texture synthesis written in Rust. ❗Unlicensed
• azure-sdk-for-rust (🥈11 · ⭐ 140 · 📉) - This repository is for active development of the.. MIT
• Peroxide (🥉10 · ⭐ 230 · 📉) - Rust numeric library with R, MATLAB & Python syntax. ❗Unlicensed
• cv (🥉8 · ⭐ 150 · 📉) - Rust CV mono-repo. Contains pure-Rust dependencies which attempt to.. ❗Unlicensed

➕ Added Projects

Projects that were recently added to this best-of list.

• arrow-rs (🥈15 · ⭐ 480 · 🐣) - Official Rust implementation of Apache Arrow. Apache-2
• hora (🥉8 · ⭐ 260 · 🐣) - efficient approximate nearest neighbor search algorithm collections.. Apache-2

Update: 2021.06.21

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• vector (🥇24 · ⭐ 7.4K · 📈) - A high-performance, highly reliable, observability data pipeline. MPL-2.0
• tch-rs (🥈13 · ⭐ 1.1K · 📈) - Rust bindings for the C++ api of PyTorch. ❗Unlicensed
• tch-serde (🥉9 · ⭐ 3 · 📈) - Serialize/Deserialize tch-rs types with serde. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• rstats (🥉6 · ⭐ 2 · 📉) - Rust Statistics and Vector Algebra Library. ❗Unlicensed

➕ Added Projects

Projects that were recently added to this best-of list.

• datafuse (🥈17 · ⭐ 710 · ➕) - A Modern Real-Time Data Processing & Analytics DBMS with Cloud-.. Apache-2
• arrow-datafusion (🥈15 · ⭐ 600 · 🐣) - Apache Arrow DataFusion and Ballista query engines. Apache-2
• rain (🥈14 · ⭐ 650 · 💀) - Framework for large distributed pipelines. MIT
• neuronika (🥉8 · ⭐ 350 · 🐣) - Tensors and dynamic neural networks in pure Rust. MPL-2.0
• treebender (🥉8 · ⭐ 19 · ➕) - A HDPSG-inspired symbolic natural language parser written in Rust. MIT
• craftml-rs (🥉7 · ⭐ 12 · 💀) - A Rust implementation of CRAFTML, an Efficient Clustering-based.. MIT
• petal-clustering (🥉7 · ⭐ 5 · ➕) - DBSCAN and OPTICS clustering algorithms. Apache-2
• bhtsne (🥉6 · ⭐ 18 · ➕) - Barnes-Hut t-SNE implementation written in Rust. MIT
• REnforce (🥉5 · ⭐ 17 · 💀) - Reinforcement learning library written in Rust. ❗Unlicensed

Update: 2021.06.14

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• arrow (🥇23 · ⭐ 8K · 📈) - Apache Arrow is a multi-language toolbox for accelerated data.. Apache-2
• granne (🥇16 · ⭐ 240 · 📈) - Graph-based Approximate Nearest Neighbor Search. MIT
• rustlearn (🥈14 · ⭐ 490 · 💤) - Machine learning crate for Rust. Apache-2
• graph-rs (🥈14 · ⭐ 21 · 📈) - Graph API client writen in Rust. MIT
• tflite-rs (🥉9 · ⭐ 42 · 📈) - ❗Unlicensed

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• weld (🥇16 · ⭐ 2.6K · 💀) - High-performance runtime for data analytics applications. BSD-3
• graphlib (🥉13 · ⭐ 150 · 💤) - Simple but powerful graph library for Rust. MIT
• gap_statistic (🥈12 · ⭐ 94 · 📉) - Dynamically get the suggested clusters in the data for.. ❗Unlicensed
• cv (🥉10 · ⭐ 130 · 📉) - Rust CV mono-repo. Contains pure-Rust dependencies which attempt to.. MIT
• rurel (🥉9 · ⭐ 30 · 📉) - Flexible, reusable reinforcement learning (Q learning) implementation.. MPL-2.0

➕ Added Projects

Projects that were recently added to this best-of list.

• instant-distance (🥉7 · ⭐ 87 · 🐣) - Fast approximate nearest neighbor searching in Rust,.. ❗Unlicensed

Update: 2021.05.17

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• statrs (🥇16 · ⭐ 250 · 📈) - Statistical computation library for Rust. MIT
• fst (🥉13 · ⭐ 1.1K · 📈) - Represent large sets and maps compactly with finite state.. ❗Unlicensed
• syntaxdot (🥉8 · ⭐ 14 · 📈) - Neural syntax annotator, supporting sequence labeling,.. ❗Unlicensed
• eval-metrics (🥇7 · ⭐ 1 · 📈) - Evaluation metrics for machine learning. ❗Unlicensed

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• Enzyme (🥈12 · ⭐ 460 · 📉) - High-performance automatic differentiation of LLVM. ❗Unlicensed
• seqalign (🥉6 · ⭐ 1 · 📉) - Sequence alignments. Apache-2

➕ Added Projects

Projects that were recently added to this best-of list.

• synth (🥈15 · ⭐ 220 · ➕) - The Declarative Data Generator. Apache-2
• tokenizations (🥈13 · ⭐ 74 · ➕) - Robust and Fast tokenizations alignment library for Rust and.. MIT
• rust-csv (🥉12 · ⭐ 940 · ➕) - A CSV parser for Rust, with Serde support. ❗Unlicensed
• memchr (🥈12 · ⭐ 220 · ➕) - Optimized string search routines for Rust. ❗Unlicensed
• datafrog (🥉10 · ⭐ 400 · ➕) - A lightweight Datalog engine in Rust. ❗Unlicensed

Update: 2021.05.10

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• fst (🥉12 · ⭐ 1.1K · 📈) - Represent large sets and maps compactly with finite state.. ❗Unlicensed
• fancy-regex (🥈10 · ⭐ 210 · 📈) - Rust library for regular expressions using fancy features like.. MIT
• kdtree-rs (🥉9 · ⭐ 99 · 💤) - K-dimensional tree in Rust for fast geospatial indexing and.. ❗Unlicensed
• chr (🥉9 · ⭐ 21 · 📈) - A command-line tool that gives information about Unicode characters. Apache-2
• rstats (🥉8 · ⭐ 2 · 📈) - Rust Statistics and Vector Algebra Library. Apache-2

➕ Added Projects

Projects that were recently added to this best-of list.

• argmin (🥈11 · ⭐ 280 · ➕) - Mathematical optimization in pure Rust. ❗Unlicensed

Update: 2021.05.03

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• cleora (🥈13 · ⭐ 320 · 🐣) - Cleora AI is a general-purpose model for efficient, scalable.. ❗Unlicensed
• aho-corasick (🥈12 · ⭐ 440 · 📈) - A fast implementation of Aho-Corasick in Rust. ❗Unlicensed
• sprs (🥈12 · ⭐ 240 · 📈) - sparse linear algebra library for rust. ❗Unlicensed
• finalfrontier (🥈11 · ⭐ 60 · 📈) - Context-sensitive word embeddings with subwords. In.. ❗Unlicensed
• levenshtein-automata (🥈10 · ⭐ 32 · 💀) - MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• rustface (🥉13 · ⭐ 270 · 📉) - Face detection library for the Rust programming language. ❗Unlicensed
• evcxr (🥈12 · ⭐ 2.4K · 📉) - Apache-2
• L2 (🥉10 · ⭐ 130 · 📉) - l2 is a fast, Pytorch-style Tensor+Autograd library written in Rust. MIT
• orkhon (🥉10 · ⭐ 98 · 📉) - Orkhon: ML Inference Framework and Server Runtime. MIT
• fancy-regex (🥉9 · ⭐ 200 · 📉) - Rust library for regular expressions using fancy features like.. MIT

➕ Added Projects

Projects that were recently added to this best-of list.

• GraphScope (🥈14 · ⭐ 690 · ➕) - GraphScope: A One-Stop Large-Scale Graph Computing System.. Apache-2
• gap_statistic (🥈13 · ⭐ 89 · ➕) - Dynamically get the suggested clusters in the data for.. ❗Unlicensed
• pyrus-cramjam (🥈11 · ⭐ 13 · ➕) - Thin Python wrapper to de/compression algorithms in Rust -.. MIT

Update: 2021.04.26

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• statrs (🥈14 · ⭐ 240 · 📈) - Statistical computation library for Rust. MIT
• RusticSOM (🥉9 · ⭐ 21 · 📈) - Rust library for Self Organising Maps (SOM). MIT
• hnsw (🥉8 · ⭐ 53 · 📈) - HNSW ANN from the paper Efficient and robust approximate nearest neighbor.. BSD-2
• crfsuite-rs (🥉8 · ⭐ 13 · 📈) - Rust binding to crfsuite. MIT
• rstats (🥉7 · ⭐ 2 · 📈) - Rust Statistics and Vector Algebra Library. Apache-2

➕ Added Projects

Projects that were recently added to this best-of list.

• arrow (🥈22 · ⭐ 7.8K · ➕) - Apache Arrow is a cross-language development platform for in-.. Apache-2
• fst (🥉11 · ⭐ 1.1K · ➕) - Represent large sets and maps compactly with finite state.. ❗Unlicensed
• levenshtein-automata (🥉9 · ⭐ 32 · 💀) - MIT
• rustfst (🥉6 · ⭐ 65 · ➕) - Rust re-implementation of OpenFST - library for constructing,.. ❗Unlicensed

Update: 2021.04.19

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• polars (🥈17 · ⭐ 1.4K · 📈) - Fast multi-threaded DataFrame library in Rust and Python. MIT
• graphlib (🥉14 · ⭐ 150 · 💤) - Simple but powerful graph library for Rust. MIT
• rust-autograd (🥈13 · ⭐ 290 · 📈) - Tensors and differentiable operations (like TensorFlow) in Rust. MIT
• word2vec-rs (🥉7 · ⭐ 25 · 📈) - pure rust implemention of word2vec. ❗Unlicensed

➕ Added Projects

Projects that were recently added to this best-of list.

• h2o-kubernetes (🥇8 · ⭐ 14 · ➕) - H2O Open Source Kubernetes operator and a command-line.. Apache-2
• eval-metrics (🥇5 · ⭐ 1 · ➕) - Evaluation metrics for machine learning. ❗Unlicensed
• NewsAggregator (🥉5 · 🐣) - A fast, searchable news article aggregation service using various.. Apache-2

Update: 2021.04.12

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• grex (🥇17 · ⭐ 3.3K · 📈) - A command-line tool and library for generating regular expressions.. Apache-2
• deepfrog (🥈10 · ⭐ 13 · 📈) - An NLP-suite powered by deep learning. ❗️GPL-3.0
• rust-cv-convert (🥉7 · ⭐ 10 · 🐣) - Type conversion among popular Rust computer vision libraries. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• lingua-rs (🥈12 · ⭐ 270 · 📉) - The most accurate natural language detection library in the.. Apache-2

➕ Added Projects

Projects that were recently added to this best-of list.

• nalgebra (🥇17 · ⭐ 2.1K · ➕) - Linear algebra library for Rust. Apache-2
• petgraph (🥇15 · ⭐ 1.2K · ➕) - Graph data structure library for Rust. ❗Unlicensed
• cgmath (🥇15 · ⭐ 780 · ➕) - A linear algebra and mathematics library for computer graphics. Apache-2
• evcxr (🥈14 · ⭐ 2.4K · ➕) - Apache-2
• imageproc (🥈14 · ⭐ 350 · ➕) - Image processing operations. MIT
• statrs (🥈13 · ⭐ 240 · ➕) - Statistical computation library for Rust. MIT
• granne (🥈13 · ⭐ 230 · 💤) - Graph-based Approximate Nearest Neighbor Search. MIT
• graphlib (🥉13 · ⭐ 150 · 💤) - Simple but powerful graph library for Rust. MIT
• graph-rs (🥉12 · ⭐ 17 · ➕) - Graph API client writen in Rust. MIT
• sprs (🥈11 · ⭐ 230 · ➕) - sparse linear algebra library for rust. ❗Unlicensed
• gym-rs (🥈11 · ⭐ 32 · 💤) - OpenAI Gym bindings for Rust. MIT
• black-jack (🥈11 · ⭐ 25 · ➕) - DataFrame / Series data processing in Rust. ❗️GPL-3.0
• rust-stemmers (🥈10 · ⭐ 61 · 💀) - A rust implementation of some popular snowball stemming.. MIT
• ffsvm-rust (🥉10 · ⭐ 41 · 💀) - FFSVM stands for Really Fast Support Vector Machine. MIT
• faiss-rs (🥉10 · ⭐ 37 · ➕) - Rust language bindings for Faiss. ❗Unlicensed
• rurel (🥉10 · ⭐ 27 · ➕) - Flexible, reusable reinforcement learning (Q learning) implementation.. MPL-2.0
• rustdef (🥉10 · ⭐ 10 · ➕) - Jupyter extension for rust. MIT
• kdtree-rs (🥉8 · ⭐ 96 · ➕) - K-dimensional tree in Rust for fast geospatial indexing and.. ❗Unlicensed
• ngt-rs (🥉8 · ⭐ 8 · ➕) - Rust wrappers for NGT approximate nearest neighbor search. Apache-2
• rust-stop-words (🥉8 · ⭐ 3 · ➕) - Common stop words in a variety of languages. MIT
• awabi (🥉8 · ⭐ 3 · ➕) - A morphological analyzer using mecab dictionary. MIT
• gamma (🥉7 · ⭐ 100 · ➕) - A graph library for Rust. ❗Unlicensed
• hnsw (🥉7 · ⭐ 50 · 💤) - HNSW ANN from the paper Efficient and robust approximate nearest neighbor.. BSD-2
• fasttext-rs (🥉7 · ⭐ 27 · ➕) - fastText Rust binding. ❗Unlicensed
• hwt (🥉7 · ⭐ 6 · 💀) - Hamming Weight Tree from the paper Online Nearest Neighbor Search in Hamming.. MIT
• liblinear-rs (🥉7 · ⭐ 5 · 💀) - Rust language bindings for the LIBLINEAR C/C++ library. MIT
• mushin (🥉6 · ⭐ 160 · ➕) - Compile-time creation of neural networks. ❗Unlicensed
• word2vec-rs (🥉6 · ⭐ 25 · ➕) - pure rust implemention of word2vec. ❗Unlicensed
• vpsearch (🥉6 · ⭐ 25 · ➕) - C library for finding nearest (most similar) element in a set. ❗Unlicensed
• bayespam (🥉6 · ⭐ 3 · ➕) - A simple bayesian spam classifier written in Rust. MIT
• rstats (🥉6 · ⭐ 2 · ➕) - Rust Statistics and Vector Algebra Library. Apache-2
• rust-tfidf (🥉3 · ⭐ 9 · ➕) - ❗Unlicensed