{"id":90451,"url":"https://github.com/unum-cloud/Resources","name":"Resources","description":"A list of awesome resources and blogs on topics related to Unum","projects_count":36,"last_synced_at":"2026-06-11T12:00:19.847Z","repository":{"id":128710396,"uuid":"492810572","full_name":"unum-cloud/Resources","owner":"unum-cloud","description":"A list of awesome resources and blogs on topics related to Unum","archived":false,"fork":false,"pushed_at":"2025-11-07T20:37:39.000Z","size":1331,"stargazers_count":46,"open_issues_count":0,"forks_count":2,"subscribers_count":3,"default_branch":"main","last_synced_at":"2026-05-09T07:03:19.621Z","etag":null,"topics":["awesome","awesome-list","computer-science","education","jobs"],"latest_commit_sha":null,"homepage":"https://unum.cloud","language":null,"has_issues":false,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/unum-cloud.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2022-05-16T11:44:13.000Z","updated_at":"2026-03-20T04:25:26.000Z","dependencies_parsed_at":"2024-10-16T20:38:56.544Z","dependency_job_id":null,"html_url":"https://github.com/unum-cloud/Resources","commit_stats":null,"previous_names":["unum-cloud/resources"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/unum-cloud/Resources","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/unum-cloud%2FResources","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/unum-cloud%2FResources/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/unum-cloud%2FResources/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/unum-cloud%2FResources/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/unum-cloud","download_url":"https://codeload.github.com/unum-cloud/Resources/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/unum-cloud%2FResources/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34197394,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-11T02:00:06.485Z","response_time":57,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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"}},"created_at":"2025-06-26T12:31:02.248Z","updated_at":"2026-06-11T12:00:19.848Z","primary_language":null,"list_of_lists":false,"displayable":true,"categories":["Engineering \u0026 Performance","Learning C++","Learning Python","AI \u0026 Data Science","DevOps \u0026 Tooling"],"sub_categories":[],"readme":"# Unum-related Resources\n\nHereby we present a list of awesome resources and blogs on topics related to Unum!\nSuggested for everyone wishing to join the core Unum team or contribute to our Open-Source projects!\n\n- :octocat: means source code\n- :tv: means video channels\n- :scroll: means textual blogs\n- 📖 means complete books\n- 🇷🇺 implies content is in Russian\n\n## Learning Python\n\n- :octocat: [WTF Python](https://github.com/satwikkansal/wtfpython): Understanding Python through surprising snippets..\n- :tv: [mCoding](https://www.youtube.com/c/mCodingWithJamesMurphy) by James Murphy.\n- 📖 [Python Design Patterns](https://python-patterns.guide/) by Brandon Rhodes.\n- :scroll: [Lesser known parts of Python standard library](https://www.trickster.dev/post/lesser-known-parts-of-python-standard-library/) by \"Trickster Dev\".\n- :octocat: [Numba](https://numba.readthedocs.io/) - JIT compiler for Python, translates Python to optimized machine code.\n- :octocat: [CuPy](https://docs.cupy.dev/en/stable/user_guide/kernel.html) - NumPy-compatible array library for GPU-accelerated computing.\n- 📜 [Python C API](https://docs.python.org/3/c-api/) - official documentation for writing C extensions.\n- :octocat: [NanoBind](https://github.com/wjakob/nanobind) - minimal Python bindings, successor to PyBind11.\n- :octocat: [Cppyy](https://cppyy.readthedocs.io/) - JIT compiler for Python interfacing with C++.\n\n## Learning C++\n\nLearning C++ can be tricky and few good courses exist:\n\n- :tv: 🇷🇺 [MIPT Course in Basic C++](https://youtube.com/playlist?list=PL3BR09unfgciJ1_K_E914nohpiOiHnpsK)\n\nAfter covering the basics, use [CppReference.com](https://en.cppreference.com/w/) as a reference for the C++ standard library.\nIt's generally more [reliable than CPlusPlus.com](https://www.reddit.com/r/cpp/comments/1b0lp7u/comment/ks8vgy7/?utm_source=share\u0026utm_medium=web2x\u0026context=3).\nOther useful manuals for low-level engineering include:\n\n- [Arm intrinsics](https://developer.arm.com/architectures/instruction-sets/intrinsics/)\n- [Intel intrinsics](https://www.intel.com/content/www/us/en/docs/intrinsics-guide/index.html) for x86 CPUs\n- [CUDA intrinsics](https://docs.nvidia.com/cuda/cuda-math-api/modules.html#modules) for Nvidia GPUs\n- [Clang built-ins](https://clang.llvm.org/docs/LanguageExtensions.html#builtin-functions)\n- [GCC built-ins](https://gcc.gnu.org/onlinedocs/gcc-4.7.2/gcc/Other-Builtins.html#Other-Builtins)\n- [C++ Header Sizes](https://artificial-mind.net/projects/compile-health/)\n- :octocat: [Compiler Explorer (Godbolt)](https://godbolt.org/) - online tool for comparing assembly output across compilers\n\n## Engineering \u0026 Performance\n\n- 📜 [Algorithms for Competitive Programming](https://cp-algorithms.com/#data-structures) blog\n- :octocat: [C++ Benchmarking Tutorial](https://github.com/ashvardanian/BenchmarkingTutorial) for Google toolchain: `std::rand`, `std::execution`\n- :octocat: [Experimental Concurrency](https://github.com/s9w/experimental_concurrency) benchmarks for C++ STL concurrent primitives: `std::thread`, `std::atomic`, `std::mutex`\n- :octocat: [Parallel Reductions](https://github.com/unum-cloud/ParallelReductions): CUDA, Intel TBB, SIMD, x86 AVX2, ARM Neon\n- :octocat: [Foreign Function Interface Overheads](https://github.com/dyu/ffi-overhead)\n- :octocat: [Intel oneTBB](https://www.intel.com/content/www/us/en/developer/tools/oneapi/onetbb.html) - Threading Building Blocks for parallel programming\n- 📜 [Linux perf](https://perf.wiki.kernel.org/) - profiling tool for performance analysis\n- 📜 [eBPF](https://ebpf.io/) - running sandboxed programs in Linux kernel for tracing\n- 📜 [Concurrency Costs](https://travisdowns.github.io/blog/2020/07/06/concurrency-costs) by Travis Downs - analysis of concurrency performance\n- 📜 [LWN](https://lwn.net): latest news from the kernel space\n- 📜 [Linux Insides](https://github.com/0xAX/linux-insides) book\n- :octocat: [UCSB Benchmark](https://github.com/unum-cloud/UCSB) for persistent storage: io_uring, eBPF, RocksDB, LevelDB, WiredTiger.\n- :octocat: [SMHasher](https://github.com/aappleby/smhasher/wiki) by Austin Appleby - test suite for hash functions\n\n## AI \u0026 Data Science\n\n- 📜 [Parallelism strategies for training large Neural Networks](https://openai.com/blog/techniques-for-training-large-neural-networks/) blog by OpenAI\n- 📜 [Semantic search with embeddings](https://rom1504.medium.com/semantic-search-with-embeddings-index-anything-8fb18556443c) blog by Romain Beaumont  - googler, Laion5B dataset and open_clip contributor\n\n## DevOps \u0026 Tooling\n\n- 📜 [Common Applications of k8s](https://blog.adamchalmers.com/kubernetes-problems/)\n- :octocat: [cibuildwheel](https://cibuildwheel.readthedocs.io/) - tool for building Python wheels across platforms\n","projects_url":"https://awesome.ecosyste.ms/api/v1/lists/unum-cloud%2Fresources/projects"}