Ecosyste.ms: Awesome

https://mratsim.github.io/Arraymancer/

A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends

autograd automatic-differentiation cuda cudnn deep-learning gpgpu gpu-computing high-performance-computing iot linear-algebra machine-learning matrix-library multidimensional-arrays ndarray neural-networks nim opencl openmp parallel-computing tensor

Last synced: 03 Aug 2024

https://github.com/mratsim/weave

A state-of-the-art multithreading runtime: message-passing based, fast, scalable, ultra-low overhead

data-parallelism fork-join message-passing multithreading openmp parallelism runtime scheduler task-parallelism task-scheduler threadpool work-stealing

Last synced: 01 Aug 2024

https://github.com/mratsim/Amazon-Forest-Computer-Vision

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

computer-vision data-augmentation deep-learning kaggle kaggle-competition keras neural-network-example neural-networks pytorch transfer-learning

Last synced: 03 Aug 2024

https://github.com/mratsim/laser

The HPC toolbox: fused matrix multiplication, convolution, data-parallel strided tensor primitives, OpenMP facilities, SIMD, JIT Assembler, CPU detection, state-of-the-art vectorized BLAS for floats and integers

assembler blas compiler-optimization convolution deep-learning gemm high-performance-computing jit matrix-multiplication openmp parallel runtime-cpu-detection simd tensor

Last synced: 03 Aug 2024

https://github.com/mratsim/constantine

Constantine: modular, high-performance, zero-dependency cryptography stack for proof systems and blockchain protocols.

barreto-naehrig bigint bignum bls bls-signature bls12-381 constant-time cryptography digital-signature elliptic-curve-arithmetic elliptic-curve-cryptography elliptic-curves finite-fields galois-field hash-to-curve pairing pairing-cryptography public-key-cryptography side-channels zkp

Last synced: 01 Aug 2024

https://github.com/mratsim/Arch-Data-Science

Archlinux PKGBUILDs for Data Science, Machine Learning, Deep Learning, NLP and Computer Vision

archlinux cuda cudnn data-science deep-learning lightgbm machine-learning mkl mxnet natural-language-processing natural-language-understanding nervana opencv package pandas pytorch scikit-learn spacy tensorflow xgboost

Last synced: 07 Aug 2024

https://github.com/mratsim/Synthesis

Synthesis is a compiletime, procedure-based, low-overhead, no-allocation, state-machine generator optimized for communicating processes and threads

embedded event-driven finite-state-machine fsm reactive-programming state-machine

Last synced: 03 Aug 2024

https://github.com/mratsim/loop-fusion

Loop efficiently over a variadic number of containers

Last synced: 03 Aug 2024