Popularity

5.7

Stable

Activity

0.0

Stable

Stars 262

Watchers 28

Forks 45

Last Commit

Programming language: Scala

Tags: Science And Data Analysis

Latest version: v1.3.2

Chalk alternatives and similar packages

Based on the "Science and Data Analysis" category.
Alternatively, view Chalk alternatives based on common mentions on social networks and blogs.

MLLib

10.0 10.0 Chalk VS MLLib

Apache Spark - A unified analytics engine for large-scale data processing
PredictionIO

9.9 0.0 Chalk VS PredictionIO

PredictionIO, a machine learning server for developers and ML engineers.

InfluxDB - Power Real-Time Data Analytics at Scale

Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

Promo www.influxdata.com

Zeppelin

9.8 8.7 L2 Chalk VS Zeppelin

Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.
BigDL

9.7 9.9 Chalk VS BigDL

Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max). A PyTorch LLM library that seamlessly integrates with llama.cpp, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, ModelScope, etc.
Smile

9.7 9.8 L2 Chalk VS Smile

Statistical Machine Intelligence & Learning Engine
Spark Notebook

9.5 0.0 L1 Chalk VS Spark Notebook

Interactive and Reactive Data Science using Scala and Spark.
Breeze

9.5 5.1 Chalk VS Breeze

Breeze is a numerical processing library for Scala.
Algebird

9.3 7.6 Chalk VS Algebird

Abstract Algebra for Scala
Spire

8.9 6.0 Chalk VS Spire

Powerful new number types and numeric abstractions for Scala.
Figaro

8.0 0.0 Chalk VS Figaro

Figaro Programming Language and Core Libraries
Tensorflow_scala

8.0 0.0 Chalk VS Tensorflow_scala

TensorFlow API for the Scala Programming Language
Squants

7.8 3.2 Chalk VS Squants

The Scala API for Quantities, Units of Measure and Dimensional Analysis
FACTORIE

7.5 0.0 Chalk VS FACTORIE

FACTORIE is a toolkit for deployable probabilistic modeling, implemented as a software library in Scala. It provides its users with a succinct language for creating relational factor graphs, estimating parameters and performing inference.
Saddle

6.9 0.0 Chalk VS Saddle

A minimalist port of Pandas to Scala
ND4S

6.1 0.0 Chalk VS ND4S

ND4S: N-Dimensional Arrays for Scala. Scientific Computing a la Numpy. Based on ND4J.
Compute.scala

4.8 0.0 Chalk VS Compute.scala

Scientific computing with N-dimensional arrays
Libra

4.5 0.0 Chalk VS Libra

A dimensional analysis library based on dependent types
OpenMOLE

4.4 9.4 Chalk VS OpenMOLE

Workflow engine for exploration of simulation models using high throughput computing
Numsca

4.4 2.7 Chalk VS Numsca

numsca is numpy for scala
Optimus * 96

4.0 0.0 Chalk VS Optimus * 96

Optimus is a mathematical programming library for Scala.
Clustering4Ever

4.0 0.0 Chalk VS Clustering4Ever

C4E, a JVM friendly library written in Scala for both local and distributed (Spark) Clustering.
rscala

3.6 6.1 Chalk VS rscala

The Scala interpreter is embedded in R and callbacks to R from the embedded interpreter are supported. Conversely, the R interpreter is embedded in Scala.
LoMRF

3.2 0.0 Chalk VS LoMRF

LoMRF is an open-source implementation of Markov Logic Networks
Tyche

2.9 0.0 Chalk VS Tyche

Statistics utilities for the JVM - in Scala!
MGO

2.8 5.6 Chalk VS MGO

Purely functional genetic algorithms for multi-objective optimisation
Rings

2.7 3.5 Chalk VS Rings

Rings: efficient JVM library for polynomial rings
Synapses

2.5 0.0 Chalk VS Synapses

A group of neural-network libraries for functional and mainstream languages
Axle

2.4 5.5 Chalk VS Axle

Axle Domain Specific Language for Scientific Cloud Computing and Visualization
SwiftLearner

2.2 0.0 Chalk VS SwiftLearner

SwiftLearner: Scala machine learning library
Persist-Units

0.9 0.0 Chalk VS Persist-Units

Scala Units of Measure Types
OscaR

0.2 - Chalk VS OscaR

a Scala toolkit for solving Operations Research problems

* Code Quality Rankings and insights are calculated and provided by Lumnify.
They vary from L1 to L5 with "L5" being the highest.

Do you think we are missing an alternative of Chalk or a related project?

Add another 'Science and Data Analysis' Package

Popular Comparisons

README

Chalk

NOTE: This project is currently dormant with no current prospect for further development. Suggestion: check out OpenNLP or StanfordNLP for the JVM or spaCy for Python. (If anyone would like to do something like spaCy for Scala, that would be fantastic.)

Introduction

Chalk is a library for natural language processing (NLP).

What's inside

The latest stable version is 1.3.2. Changes from the previous release include:

Initial implementation of functional pipelines for NLP applications, and actor-based pipelines based on those components.

See the CHANGELOG for changes in previous versions.

Using Chalk

In SBT:

libraryDependencies += "org.scalanlp" %% "chalk" % "1.3.0"

In Maven:

<dependency>
   <groupId>org.scalanlp</groupId>
   <artifactId>chalk</artifactId>
   <version>1.3.0</version>
</dependency>

Requirements

Version 1.6 of the Java 2 SDK (http://java.sun.com)

Configuring your environment variables

Set JAVA_HOME to match the top level directory containing the Java installation you want to use. If you want to be able to use the chalk command line executable, set CHALK_DIR to where you put Chalk, and then add the directory CHALK_DIR/bin to your path.

Building the system from source

Chalk uses SBT (Simple Build Tool) with a standard directory structure. To build Chalk, type (in the CHALK_DIR directory):

$ ./build update compile

This will compile the source files and put them in ./target/classes. If this is your first time running it, you will see messages about Scala being downloaded -- this is fine and expected. Once that is over, the Chalk code will be compiled.

To try out other build targets, do: