{"id":13832372,"url":"https://github.com/shi-yan/FreeWill","last_synced_at":"2025-07-09T16:35:43.263Z","repository":{"id":32819738,"uuid":"36412621","full_name":"shi-yan/FreeWill","owner":"shi-yan","description":"A deep learning library in C++/CUDA","archived":false,"fork":false,"pushed_at":"2018-09-14T06:50:00.000Z","size":854,"stargazers_count":79,"open_issues_count":0,"forks_count":34,"subscribers_count":6,"default_branch":"master","last_synced_at":"2024-11-01T19:39:59.476Z","etag":null,"topics":["cnn","cuda","deep-learning","dnn","machine-learning","neural-network","qt5"],"latest_commit_sha":null,"homepage":"http://freewill.readthedocs.org","language":"JavaScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/shi-yan.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2015-05-28T03:33:55.000Z","updated_at":"2024-04-17T10:11:30.000Z","dependencies_parsed_at":"2022-08-31T18:21:39.968Z","dependency_job_id":null,"html_url":"https://github.com/shi-yan/FreeWill","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shi-yan%2FFreeWill","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shi-yan%2FFreeWill/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shi-yan%2FFreeWill/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shi-yan%2FFreeWill/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/shi-yan","download_url":"https://codeload.github.com/shi-yan/FreeWill/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":225575374,"owners_count":17490746,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["cnn","cuda","deep-learning","dnn","machine-learning","neural-network","qt5"],"created_at":"2024-08-04T10:02:00.790Z","updated_at":"2025-07-09T16:35:43.121Z","avatar_url":"https://github.com/shi-yan.png","language":"JavaScript","funding_links":[],"categories":["JavaScript"],"sub_categories":[],"readme":"# FreeWill\n\n![futurama freewill unit](splash.jpg)\n\n![doc build badge](https://readthedocs.org/projects/freewill/badge/?version=latest)\n\nFreeWill is a deeplearning library implemented in C++. The purpose of writing FreeWill is for me to understand deeplearning in detail. In addition to the library itself, I will try to write detailed document and examples.\n\nThe first goal of this project is matching https://github.com/karpathy/convnetjs feature wise.\n\n## How to build\nSo far, I have only tested on Ubuntu 17.10\n\nI have been avoiding introducing dependencies to this project, but you need to have Qt5 to use it.\n\nMake sure you have also installed Qt5\n\nTo build:\n\n    mkdir build\n    cd build\n    cmake .. -DCUDA_TOOLKIT_ROOT_DIR=/usr/local/cuda-9.2 -DCMAKE_PREFIX_PATH=/home/shiy/Qt/5.11.1/gcc_64 -DCMAKE_BUILD_TYPE=debug\n\nAn example of building FreeWill on Mac OS with complex compiler setup:\n\n    cmake .. -DCMAKE_BUILD_TYPE=debug -DCMAKE_PREFIX_PATH=/Users/shiyan/Qt/5.7/clang_64 -DCMAKE_CXX_COMPILER=/Users/shiyan/gcc7/bin/g++ -DCMAKE_C_COMPILER=/Users/shiyan/gcc7/bin/gcc -DCUDA_HOST_COMPILER=/Library/Developer/CommandLineTools/usr/bin/clang\n\nIn this case, Qt 5.7 installed with Qt installer is used. A Self-built gcc7 is used to compile c++. [A down-graded clang 3.7 is used for cuda compiling, as the newer clang isn't supported by nvcc](https://github.com/arrayfire/arrayfire/issues/1384).","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshi-yan%2FFreeWill","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fshi-yan%2FFreeWill","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshi-yan%2FFreeWill/lists"}