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The Top 23 Machine Learning Compiler Open Source Projects

Open source projects categorized as Machine Learning Compiler
Categories > Compilers > Compiler
Categories > Machine Learning > Machine Learning
Tvm ⭐ 11,107
Open deep learning compiler stack for cpu, gpu and specialized accelerators
dependent packages 3total releases 1most recent commit 18 days agocargo tvm-macros} Downloads
Alpa ⭐ 2,878
Training and serving large-scale neural networks with auto parallelization.
total releases 13most recent commit 5 months ago
Awesome Tensor Compilers ⭐ 2,042
A list of awesome compiler projects and papers for tensor computation and deep learning.
most recent commit 3 months ago
Awesome Machine Learning In Compilers ⭐ 1,239
Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation
most recent commit 4 months ago
Enzyme ⭐ 1,142
High-performance automatic differentiation of LLVM and MLIR.
most recent commit a month ago
Mlton ⭐ 898
The MLton repository
most recent commit 3 months ago
Cakeml ⭐ 879
CakeML: A Verified Implementation of ML
most recent commit 3 months ago
Tiramisu ⭐ 872
A polyhedral compiler for expressing fast and portable data parallel algorithms
most recent commit 6 months ago
Computerstudent ⭐ 764
计算机专业系统性学习资料（python,c,c++,计算机组成，计算机网络，编译原理，电路，谷歌插件
most recent commit 8 months ago
Bladedisc ⭐ 724
BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.
dependent packages 1total releases 1most recent commit 3 months agopypi torch-quant} Downloads
Sdc ⭐ 645
Numba extension for compiling Pandas data frames, Intel® Scalable Dataframe Compiler
most recent commit 6 months ago
Gocaml ⭐ 631
🐫 Practical statically typed functional programming language implementation with Go and LLVM
total releases 1most recent commit 4 years ago
Nlpia ⭐ 450
Examples and libraries for "Natural Language Processing in Action" book
dependent packages 1total releases 114most recent commit 3 years agopypi nlpia} Downloads
Megcc ⭐ 441
MegCC是一个运行时超轻量，高效，移植简单的深度学习模型编译器
most recent commit 5 months ago
Enzyme.jl ⭐ 364
Julia bindings for the Enzyme automatic differentiator
most recent commit 3 months ago
Webml ⭐ 361
A Standard ML Compiler for the Web
most recent commit 2 years ago
Matxscript ⭐ 344
A high-performance, extensible Python AOT compiler.
total releases 3most recent commit 7 months ago
Mosml ⭐ 277
Moscow ML is a light-weight implementation of Standard ML (SML), a strict functional language widely used in teaching and research.
total releases 1most recent commit 3 years ago
Amulet ⭐ 264
An ML-like functional programming language
most recent commit 3 years ago
Graphit ⭐ 261
GraphIt - A High-Performance Domain Specific Language for Graph Analytics
most recent commit 3 years ago
Mlkit ⭐ 255
Standard ML Compiler and Toolkit
total releases 1most recent commit 4 months ago
Smlsharp ⭐ 189
SML# compiler
most recent commit a year ago
Irken Compiler ⭐ 184
Irken is a statically typed variant of Scheme. Or a lisp-like variant of ML.
most recent commit 3 years ago
The 6 Most Depended On Machine Learning Compiler Open Source Projects
Ocaml Protoc ⭐ 169
A Protobuf Compiler for OCaml
dependent packages 3total releases 3latest release April 11, 2017most recent commit 3 months agonpm bs-ocaml-protoc} Downloads
Tvm ⭐ 11,107
Open deep learning compiler stack for cpu, gpu and specialized accelerators
dependent packages 3total releases 1latest release February 23, 2021most recent commit 18 days agocargo tvm-macros} Downloads
Pico Ml ⭐ 49
A toy programming language which is a subset of OCaml.
dependent packages 2total releases 19latest release November 29, 2021most recent commit 4 months agonpm pico-ml} Downloads
Bladedisc ⭐ 724
BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.
dependent packages 1total releases 1latest release March 17, 2023most recent commit 3 months agopypi torch-quant} Downloads
Typenovel ⭐ 82
A simple markup language to write novel with types.
dependent packages 1total releases 20latest release January 16, 2021most recent commit 3 years agonpm typenovel} Downloads
Nlpia ⭐ 450
Examples and libraries for "Natural Language Processing in Action" book
dependent packages 1total releases 114latest release July 03, 2020most recent commit 3 years agopypi nlpia} Downloads
The 10 Latest Releases In Machine Learning Compiler Open Source Projects
Nnsmith ⭐ 100
Automatic DNN generation for fuzzing and more
total releases 6latest release March 17, 2023most recent commit 4 months ago
Bladedisc ⭐ 724
BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.
dependent packages 1total releases 1latest release March 17, 2023most recent commit 3 months agopypi torch-quant} Downloads
Matxscript ⭐ 344
A high-performance, extensible Python AOT compiler.
total releases 3latest release January 19, 2023most recent commit 7 months ago
Husky ⭐ 67
Empowering everyone towards next generation AI and software.
total releases 1latest release November 16, 2022most recent commit 3 months ago
Alpa ⭐ 2,878
Training and serving large-scale neural networks with auto parallelization.
total releases 13latest release July 04, 2022most recent commit 5 months ago
Pico Ml ⭐ 49
A toy programming language which is a subset of OCaml.
dependent packages 2total releases 19latest release November 29, 2021most recent commit 4 months agonpm pico-ml} Downloads
Tvm ⭐ 11,107
Open deep learning compiler stack for cpu, gpu and specialized accelerators
dependent packages 3total releases 1latest release February 23, 2021most recent commit 18 days agocargo tvm-macros} Downloads
Typenovel ⭐ 82
A simple markup language to write novel with types.
dependent packages 1total releases 20latest release January 16, 2021most recent commit 3 years agonpm typenovel} Downloads
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