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▐ _Everything you'll ever need on the road to mastering OCaml._
A curated list of references to awesome OCaml tools, frameworks, libraries, and articles. Additionally, there is a collection of freely available books (https://github.com/rizo/awesome-ocaml/tree/master/books), 
papers (https://github.com/rizo/awesome-ocaml/tree/master/papers), and presentations (https://github.com/rizo/awesome-ocaml/tree/master/presentations).
A curated list of references to awesome OCaml tools, frameworks, libraries, and articles. Additionally, there is a collection of freely available books (https://github.com/rizo/awesome-ocaml/tree/master/books), papers 
(https://github.com/rizo/awesome-ocaml/tree/master/papers), and presentations (https://github.com/rizo/awesome-ocaml/tree/master/presentations).
If you're looking for comprehensive community-driven content about OCaml, visit 📚OCamlverse (https://ocamlverse.github.io/)!
@@ -83,8 +83,7 @@
- Ke (https://github.com/mirage/ke) - Fast implementation of queue (FIFO) in OCaml.
- Duff (https://github.com/mirage/duff) - Implementation of Rabin's fingerprint and delta compression by P. MacDonald in OCaml (same as libXdiff (http://www.xmailserver.org/xdiff-lib.html)
- ORaft (https://github.com/komamitsu/oraft) - Library of Raft consensus algorithm (https://raft.github.io/raft.pdf) implemented in OCaml
- ODiff (https://github.com/dmtrKovalenko/odiff) – Library of YIQ NTSC transmission image difference alghoritm (http://www.progmat.uaem.mx:8080/artVol2Num2/Articulo3Vol2Num2.pdf) implemented in OCaml and 
ReasonML.
- ODiff (https://github.com/dmtrKovalenko/odiff) – Library of YIQ NTSC transmission image difference alghoritm (http://www.progmat.uaem.mx:8080/artVol2Num2/Articulo3Vol2Num2.pdf) implemented in OCaml and ReasonML.
Application Libraries
@@ -116,35 +115,33 @@
Books
- More OCaml: Algorithms, Methods, and Diversions (https://www.amazon.com/More-OCaml-Algorithms-Methods-Diversions/dp/0957671113/) – In More OCaml, John Whitington takes a meandering tour of functional 
programming with OCaml, introducing various language features and describing some classic algorithms. The book ends with a large-scale example dealing with the production of PDF files. There are questions for 
each chapter, along with worked-out answers and hints.
- How to Think Like a (Functional) Programmer (http://www.greenteapress.com/thinkocaml/index.html) by Allen Downey and Nicholas Monje – How to Think Like a Computer Scientist is an introductory programming 
textbook based on the OCaml language. It is a modified version of Think Python by Allen Downey. It is intended for newcomers to programming and also those who know some programming but want to learn programming 
in the function-oriented paradigm, or those who simply want to learn OCaml.
- OCaml from the Very Beginning (http://ocaml-book.com/) by J. Whitington - OCaml from the Very Beginning will appeal both to new programmers and experienced programmers eager to explore functional languages 
such as OCaml.
- Pearls of Functional Algorithm Design (https://www.amazon.co.uk/Pearls-Functional-Algorithm-Design-Richard/dp/0521513383) by Richard Bird - It summarizes 30 hard algorithmic problems in the function 
programming world. Although it is for Haskell, the algorithm problems are very interesting, and trying to solve them in OCaml also helps the thinking of functional programming. Partial solutions in OCaml are 
here (https://github.com/MassD/pearls).
- More OCaml: Algorithms, Methods, and Diversions (https://www.amazon.com/More-OCaml-Algorithms-Methods-Diversions/dp/0957671113/) – In More OCaml, John Whitington takes a meandering tour of functional programming with OCaml, 
introducing various language features and describing some classic algorithms. The book ends with a large-scale example dealing with the production of PDF files. There are questions for each chapter, along with worked-out answers and 
hints.
- How to Think Like a (Functional) Programmer (http://www.greenteapress.com/thinkocaml/index.html) by Allen Downey and Nicholas Monje – How to Think Like a Computer Scientist is an introductory programming textbook based on the OCaml 
language. It is a modified version of Think Python by Allen Downey. It is intended for newcomers to programming and also those who know some programming but want to learn programming in the function-oriented paradigm, or those who 
simply want to learn OCaml.
- OCaml from the Very Beginning (http://ocaml-book.com/) by J. Whitington - OCaml from the Very Beginning will appeal both to new programmers and experienced programmers eager to explore functional languages such as OCaml.
- Pearls of Functional Algorithm Design (https://www.amazon.co.uk/Pearls-Functional-Algorithm-Design-Richard/dp/0521513383) by Richard Bird - It summarizes 30 hard algorithmic problems in the function programming world. Although it is 
for Haskell, the algorithm problems are very interesting, and trying to solve them in OCaml also helps the thinking of functional programming. Partial solutions in OCaml are here (https://github.com/MassD/pearls).
- Real World OCaml (https://realworldocaml.org/) by Y. Minsky, A. Madhavapeddy, and J. Hickey - Functional Programming for the masses.
- Unix System Programming in OCaml (https://ocaml.github.io/ocamlunix/) by X. Leroy and D. Rémy – Introduction to Unix Systems Programming, with an emphasis on communications between processes.
- Using, Understanding, and Unraveling OCaml (https://caml.inria.fr/pub/docs/u3-ocaml) – This book describes both the OCaml language and the theoretical grounds behind its powerful type system.
- Purely Functional Data Structures (https://www.amazon.co.uk/Purely-Functional-Structures-Chris-Okasaki/dp/0521631246/ref=sr_1_1?ie=UTF8&qid=1406279836&sr=8-1&keywords=functional+data+structures) - This is the 
first or only book focus on various data structures in FP world. A must-read one.
- Purely Functional Data Structures (https://www.amazon.co.uk/Purely-Functional-Structures-Chris-Okasaki/dp/0521631246/ref=sr_1_1?ie=UTF8&qid=1406279836&sr=8-1&keywords=functional+data+structures) - This is the first or only book focus 
on various data structures in FP world. A must-read one.
- OCaml for Scientists (http://www.ffconsultancy.com/products/ocaml_for_scientists/) - by Jon Harrop.
- OCaml Programming: Correct + Efficient + Beautiful (https://cs3110.github.io/textbook) - Textbook on Functional Programming and Data Structures in OCaml - by Michael R. Clarkson et al.
Videos
 - OCaml Programming: Correct + Efficient + Beautiful (https://www.youtube.com/playlist?list=PLre5AT9JnKShBOPeuiD9b-I4XROIJhkIU) - List of 200 bite-sized videos recorded by Michael R. Clarkson. It can be watched
independently of the textbook titled the same and listed above in the Books section (#books).
 - OCaml Programming: Correct + Efficient + Beautiful (https://www.youtube.com/playlist?list=PLre5AT9JnKShBOPeuiD9b-I4XROIJhkIU) - List of 200 bite-sized videos recorded by Michael R. Clarkson. It can be watched independently of the 
textbook titled the same and listed above in the Books section (#books).
Code Analysis and Linters
- Mascot (http://mascot.x9c.fr/) - Mascot is a style-checker for OCaml sources.
- pfff (https://github.com/returntocorp/pfff) – pfff is a set of tools and APIs to perform some static analysis, dynamic analysis, code visualizations, code navigations, or style-preserving source-to-source 
transformations such as refactorings on source code.
- pfff (https://github.com/returntocorp/pfff) – pfff is a set of tools and APIs to perform some static analysis, dynamic analysis, code visualizations, code navigations, or style-preserving source-to-source transformations such as 
refactorings on source code.
- Infer (https://github.com/facebook/infer) - Infer is a static analyzer for Java, C and Objective-C
- Frama-C (http://frama-c.com) - Frama-C is a static analysis and formal proof framework for C and C++.
- flow (https://github.com/facebook/flow) - flow is a static type checker for JavaScript.
@@ -196,8 +193,8 @@
Concurrency
Two concurrency libraries exist in OCaml: _Lwt_ and _Async_. They provide very similar functionality but make radically different decisions with regards to error handling and internal implementation details (see
the links below for more details). Real World OCaml (https://realworldocaml.org/) uses Async, but a version of the code examples translated to Lwt (https://github.com/dkim/rwo-lwt) is also available.
Two concurrency libraries exist in OCaml: _Lwt_ and _Async_. They provide very similar functionality but make radically different decisions with regards to error handling and internal implementation details (see the links below for more
details). Real World OCaml (https://realworldocaml.org/) uses Async, but a version of the code examples translated to Lwt (https://github.com/dkim/rwo-lwt) is also available.
- Libraries:
 - Lwt (http://ocsigen.org/lwt/) — A cooperative threads library for OCaml.
@@ -239,8 +236,7 @@
 - Implementing the Binary Memcached Protocol with Ocaml and Bitstring (https://andreas.github.io/2014/08/22/implementing-the-binary-memcached-protocol-with-ocaml-and-bitstring/)
 - Interfacing OCaml and PostgreSQL with Caqti (https://medium.com/@bobbypriambodo/interfacing-ocaml-and-postgresql-with-caqti-a92515bdaa11)
 - Finally, Type-Safe, Extensible and Efficient Language Integrated Query (https://www.cs.tsukuba.ac.jp/~kam/papers/pepm2016a.pdf) by Oleg and Co. 
The proposed approach is to describe SQL queries in type-safe manner and optimize them (using term rewriting or normalization-by evaluation) before sending to database engine. It potentially could optimize O(n^2 
) queries to O(n) ones. 
The proposed approach is to describe SQL queries in type-safe manner and optimize them (using term rewriting or normalization-by evaluation) before sending to database engine. It potentially could optimize O(n^2) queries to O(n) ones.
Datetime
@@ -254,8 +250,8 @@
Developer Tools
- Try OCaml (https://try.ocamlpro.com/) – Try OCaml in your web browser.
- learn-ocaml (https://github.com/ocaml-sf/learn-ocaml). Web app (written in OCaml) underlying the learn-ocaml-corpus. Can be customized to serve lectures (with Markdown slides), playgrounds (with a toplevel 
prelude), and interactive exercises (with OCaml tests). MIT License.
- learn-ocaml (https://github.com/ocaml-sf/learn-ocaml). Web app (written in OCaml) underlying the learn-ocaml-corpus. Can be customized to serve lectures (with Markdown slides), playgrounds (with a toplevel prelude), and interactive 
exercises (with OCaml tests). MIT License.
- learn-ocaml.el (https://github.com/pfitaxel/learn-ocaml.el). Minor mode for Emacs that can display exercise topics and grade exercise solutions, after logging to a Learn-OCaml instance. MIT License.
- BetterOCaml (https://betterocaml.ml) – An efficient, intuitive, and cross-platform web IDE with your OCaml code interpreted and running in your browser!
- codingground (https://www.tutorialspoint.com/compile_ocaml_online.php) – Compile and execute OCaml code online.
@@ -297,16 +293,16 @@
- 99 problems (https://ocaml.org/learn/tutorials/99problems.html). 99% of the solutions are here (https://github.com/MassD/99).
- learn-ocaml-corpus (https://ocaml-sf.org/learn-ocaml-public/#activity=exercises). Corpus of beginner-to-advanced online exercises (including those from the OCaml MOOC) with automatic grading tests.
- Rosetta Code (http://rosettacode.org/wiki/Category:OCaml)
- OCaml at Exercism (http://exercism.io/languages/ocaml) – Exercism is your place to engage in thoughtful conversations about code. Explore simplicity, idiomatic language features, and expressive, readable code.
Solutions (https://github.com/exercism/xocaml).
- OCaml at Exercism (http://exercism.io/languages/ocaml) – Exercism is your place to engage in thoughtful conversations about code. Explore simplicity, idiomatic language features, and expressive, readable code. Solutions 
(https://github.com/exercism/xocaml).
- Programming Language Examples Alike Cookbook (http://pleac.sourceforge.net/pleac_ocaml/index.html) - The OCaml section of the book is a free reference for solving common programming problems using OCaml.
Formal Software Verification
- Coq (https://coq.inria.fr/) – Coq is a formal proof management system. It provides a formal language to write mathematical definitions, executable algorithms, and theorems, together with an environment for 
semi-interactive development of machine-checked proofs.
- Why3 (http://why3.lri.fr/) – Why3 is a platform for deductive program verification. It provides a rich language for specification and programming, called WhyML, and relies on external theorem provers, both 
automated and interactive, to discharge verification conditions.
- Coq (https://coq.inria.fr/) – Coq is a formal proof management system. It provides a formal language to write mathematical definitions, executable algorithms, and theorems, together with an environment for semi-interactive development
of machine-checked proofs.
- Why3 (http://why3.lri.fr/) – Why3 is a platform for deductive program verification. It provides a rich language for specification and programming, called WhyML, and relies on external theorem provers, both automated and interactive, 
to discharge verification conditions.
- Alt-Ergo (http://alt-ergo.lri.fr/) – Alt-Ergo is an open-source SMT solver dedicated to the proof of mathematical formulas generated in the context of program verification.
@@ -356,8 +352,8 @@
- lablqml (https://github.com/Kakadu/lablqml) – QML Qt5 bindings for OCaml.
- labltk (https://forge.ocamlcore.org/projects/labltk/) — Interface to the Tcl/Tk GUI framework. In the standard distribution for ocaml <= 4.01.
- TSDL (http://erratique.ch/software/tsdl) – Tsdl is an OCaml module providing thin bindings to the cross-platform SDL library.
- Lambda-Term (https://github.com/ocaml-community/lambda-term) – Lambda-Term is a cross-platform library for manipulating the terminal. It provides an abstraction for keys, mouse events, and colors, as well as a
set of widgets to write curses-like applications.
- Lambda-Term (https://github.com/ocaml-community/lambda-term) – Lambda-Term is a cross-platform library for manipulating the terminal. It provides an abstraction for keys, mouse events, and colors, as well as a set of widgets to write 
curses-like applications.
- Notty (https://github.com/pqwy/notty) - Notty is a declarative terminal library for OCaml, structured around the notion of composable images.
- ocaml-linenoise (https://github.com/ocaml-community/ocaml-linenoise) - Self-contained OCaml bindings to linenoise; easy high-level readline functionality in OCaml.
@@ -386,8 +382,7 @@
- mirage (https://github.com/mirage/mirage) - library operating system that constructs unikernels for secure, high-performance network applications across a variety of cloud computing and mobile platforms
- MLDonkey (https://github.com/ygrek/mldonkey) - cross-platform multi-network peer-to-peer daemon
- Oni2 (https://github.com/onivim/oni2) - Native, lightweight modal code editor.
- pfff (https://github.com/returntocorp/pfff) - an OCaml API to write static analysis, dynamic analysis, code visualizations, code navigations, or style-preserving source-to-source transformations such as 
refactorings on source code.
- pfff (https://github.com/returntocorp/pfff) - an OCaml API to write static analysis, dynamic analysis, code visualizations, code navigations, or style-preserving source-to-source transformations such as refactorings on source code.
- WHY3 (https://gitlab.inria.fr/why3/why3) - platform for deductive program verification
- xen-api (https://github.com/xapi-project/xen-api) - management stack that configures and controls Xen-enabled hosts and resource pools, and co-ordinates resources within the pool.
@@ -434,8 +429,7 @@
 - ppx_deriving_yojson (https://github.com/whitequark/ppx_deriving_yojson) – A Yojson codec generator for OCaml.
- Tools and Language Extensions:
 - MetaOCaml (http://okmij.org/ftp/ML/MetaOCaml.html) – an OCaml dialect for multi-stage programming.
 - Fan (http://bobzhang.github.io/fan/) – Fan is a compile-time metaprogramming system for OCaml, originally inspired from Camlp4. It's a combination of OCaml and Lispy Macros. It shares the same concrete 
syntax with OCaml.
 - Fan (http://bobzhang.github.io/fan/) – Fan is a compile-time metaprogramming system for OCaml, originally inspired from Camlp4. It's a combination of OCaml and Lispy Macros. It shares the same concrete syntax with OCaml.
 - camlp5 (https://camlp5.github.io/) - Camlp5 is a preprocessor-pretty-printer of OCaml.
 - camlp4 (http://caml.inria.fr/pub/docs/manual-camlp4/manual002.html) - Camlp4 is part of the standard OCaml distribution and is different from Camlp5.
@@ -484,8 +478,8 @@
- Build Tools:
 - dune (https://github.com/ocaml/dune) – A composable and opinionated build system for OCaml (former jbuilder)
 - Oasis (http://oasis.forge.ocamlcore.org/) - A tool to integrate a configure, build and install system in your OCaml project. It helps to create standard entry points in your build system and allows external 
tools to analyse your project easily.
 - Oasis (http://oasis.forge.ocamlcore.org/) - A tool to integrate a configure, build and install system in your OCaml project. It helps to create standard entry points in your build system and allows external tools to analyse your 
project easily.
- **oasis2opam** (https://github.com/ocaml/oasis2opam) — Tool to convert OASIS metadata to OPAM package descriptions.
 - obuild (https://github.com/ocaml-obuild/obuild) – Simple package build system for ocaml.
 - ocaml-makefile (https://github.com/mmottl/ocaml-makefile) — Easy to use Makefile for small to medium-sized OCaml-projects.
@@ -505,8 +499,7 @@
 - Nproc (https://github.com/MyLifeLabs/nproc) – Process pool implementation for OCaml.
 - Parany (https://github.com/UnixJunkie/parany) – Parallelize computation over independent items, even if there is an infinite number of them.
 - Sklml (http://sklml.inria.fr) – Functional parallel skeleton compiler and programming system for OCaml programs.
 - SPOC (https://github.com/mathiasbourgoin/SPOC) - Libraries and syntax extensions to offload intensive computations to parallel accelerators (multicore CPUs, GPUs and other accelerators compatible with GPGPU 
frameworks).
 - SPOC (https://github.com/mathiasbourgoin/SPOC) - Libraries and syntax extensions to offload intensive computations to parallel accelerators (multicore CPUs, GPUs and other accelerators compatible with GPGPU frameworks).
- Articles:
 - What is the state of OCaml's parallelization abilities? (https://stackoverflow.com/questions/6588500/what-is-the-state-of-ocamls-parallelization-abilities)
@@ -524,8 +517,7 @@
- lrt  (https://github.com/LexiFi/lrt#getting-started), another ppx_deriving-like.
- tpf  (https://github.com/pqwy/tpf#readme), again a ppx_deriving-like.
- typerep  (https://github.com/janestreet/typerep), probably a ppx_deriving-like with ppx_typerep_conv.
- repr (https://mirage.github.io/repr/repr/Repr/index.html#val-pp_json), which appears to have the user build the type representation manually from combinators in addition to also having the user pass it where 
needed.
- repr (https://mirage.github.io/repr/repr/Repr/index.html#val-pp_json), which appears to have the user build the type representation manually from combinators in addition to also having the user pass it where needed.
- data-encoding (https://gitlab.com/nomadic-labs/data-encoding/-/blob/master/src/tutorial.md#how-to-build-an-encoding), also fully manual.
- cmon  (https://github.com/let-def/cmon#documentation), fully manual.
- dyn  (https://github.com/ocaml/dune/blob/4b95cd3d1b3a62e69a9a9db2bc4af2f9fd2e56d8/otherlibs/dyn/dyn.mli) in Dune. It appears to also be fully manual.
@@ -545,7 +537,7 @@
- OCaml - polymorphic print and type losing (https://stackoverflow.com/questions/7442449/ocaml-polymorphic-print-and-type-losing)
 Science and Technical Computing
 Science and Technical Computing
- biocaml (https://github.com/biocaml/biocaml) – OCaml Bioinformatics Library .
- bistro (https://github.com/pveber/bistro) – OCaml library for building bioinformatics pipelines.
@@ -572,14 +564,12 @@
- ocaml-tls (https://github.com/mirleft/ocaml-tls) – TLS in pure OCaml.
- Digestif (https://github.com/mirage/digestif) - Hash algorithms (like SHA or BLAKE2) in OCaml and C.
- cryptokit (https://github.com/xavierleroy/cryptokit) – The Cryptokit library for OCaml provides a variety of cryptographic primitives that can be used to implement cryptographic protocols in security-sensitive
applications.
- cryptokit (https://github.com/xavierleroy/cryptokit) – The Cryptokit library for OCaml provides a variety of cryptographic primitives that can be used to implement cryptographic protocols in security-sensitive applications.
- nocoiner (https://github.com/marcoonroad/nocoiner) - A Commitment scheme library for Multi-party computations such as online auctions and gambling.
- nocrypto (https://github.com/mirleft/ocaml-nocrypto) – A small cryptographic library behind the ocaml-tls project. It is built to be straightforward to use, adhere to functional programming principles, and 
able to run in a Xen-based unikernel.
- nocrypto (https://github.com/mirleft/ocaml-nocrypto) – A small cryptographic library behind the ocaml-tls project. It is built to be straightforward to use, adhere to functional programming principles, and able to run in a Xen-based 
unikernel.
▐ Note: The differences between nocrypto and cryptokit cryptographic libraries are described in the following blog post: OCaml-TLS: building the nocrypto library core 
▐ (https://mirage.io/blog/introducing-nocrypto).
▐ Note: The differences between nocrypto and cryptokit cryptographic libraries are described in the following blog post: OCaml-TLS: building the nocrypto library core (https://mirage.io/blog/introducing-nocrypto).
Semantic Technology
@@ -621,16 +611,14 @@
- Kaputt (http://kaputt.x9c.fr/) — comprehensive testing framework.
- Pa_test (https://ocaml.janestreet.com/ocaml-core/111.28.00/doc/pa_test) — General inline testing macro's.
- TestSimple (https://github.com/hcarty/ocaml-testsimple) - A lightweight unit testing framework compatible with the Test Anything Protocol (https://testanything.org/).
- expect-test (https://github.com/janestreet/ppx_expect) — A framework for writing tests in OCaml, similar to Cram (https://bitheap.org/cram/), developed by JaneStreet 
(https://blog.janestreet.com/testing-with-expectations/). 
- expect-test (https://github.com/janestreet/ppx_expect) — A framework for writing tests in OCaml, similar to Cram (https://bitheap.org/cram/), developed by JaneStreet (https://blog.janestreet.com/testing-with-expectations/). 
Utilities
- ocaml-cuid (https://github.com/marcoonroad/ocaml-cuid) - Collision-resistant IDs for server scalability & database performance.
- Validate (https://github.com/Axot017/validate) - PPX deriver designed to streamline the process of validating records.
- Uuidm (https://erratique.ch/software/uuidm) - Uuidm is an OCaml module implementing 128-bit universally unique identifiers version 3, 5 (name based with MD5, SHA-1 hashing) and 4 (random based) according to 
RFC 4122.
- Uuidm (https://erratique.ch/software/uuidm) - Uuidm is an OCaml module implementing 128-bit universally unique identifiers version 3, 5 (name based with MD5, SHA-1 hashing) and 4 (random based) according to RFC 4122.
- sqids-ocaml (https://github.com/sqids/sqids-ocaml) - Official OCaml port of Sqids. Generate short unique IDs from numbers.
@@ -638,11 +626,11 @@
- Frameworks:
 - Opium (https://github.com/rgrinberg/opium) – Sinatra like web toolkit for OCaml.
 - Ocsigen Eliom (http://ocsigen.org/eliom/) – Eliom is a full-featured multi-tier framework, for developing multi-platform Web and mobile apps as 100% OCaml distributed applications. It can also be used for 
more traditional Web or mobile apps: Web sites, single page applications, REST API, etc.
 - Ocsigen Eliom (http://ocsigen.org/eliom/) – Eliom is a full-featured multi-tier framework, for developing multi-platform Web and mobile apps as 100% OCaml distributed applications. It can also be used for more traditional Web or 
mobile apps: Web sites, single page applications, REST API, etc.
 - Dream (https://aantron.github.io/dream/) - Tidy Web framework for OCaml and ReasonML
 - webmachine (https://github.com/inhabitedtype/ocaml-webmachine) – A REST toolkit for OCaml. OCaml webmachine is a layer on top of cohttp that implements a state-machine-based HTTP request processor. It's 
particularly well-suited for writing RESTful APIs. As the name suggests, this is an OCaml port of the webmachine project.
 - webmachine (https://github.com/inhabitedtype/ocaml-webmachine) – A REST toolkit for OCaml. OCaml webmachine is a layer on top of cohttp that implements a state-machine-based HTTP request processor. It's particularly well-suited for 
writing RESTful APIs. As the name suggests, this is an OCaml port of the webmachine project.
 - incr_dom (https://github.com/janestreet/incr_dom) - A library for building dynamic webapps, using Js_of_ocaml
 - fmlib_browser (https://hbr.github.io/fmlib/odoc/fmlib_browser/doc_overview.html) - a library which helps to write web applications which run in the browser in a pure functional style.
 - ocaml-vdom (https://github.com/LexiFi/ocaml-vdom) - Elm architecture and (V)DOM for OCaml