awesome-numpy

Awesome list of NumPy
https://github.com/KennethanCeyer/awesome-numpy

Last synced: 2 days ago
JSON representation

Community
- Roadmap & Milestones
- Conference
- Channels
  - NumPy Slack
Ecosystem
- Core
  - FFT - library for efficient computation of the discrete Fourier transform.
  - NumPy - Main project of NumPy.
  - SciPy - Extends NumPy for data science purpose.
- Extended library
  - Blaze - A high-level library, It provides compatible interface with NumPy.
  - Numexpr - Fast numerical expression evaluator for NumPy.
- Hardware acceleration
  - CuPy - NumPy-compatible library for GPU-accelerated computing.
- AI/ML
  - JAX - Extends NumPy by ML purpose, [Autograd](https://github.com/hips/autograd) and [XLA](https://www.tensorflow.org/xla) project.
  - AutoGrad - Efficiently computes derivatives of numpy code.
  - NumPy ML - Collection of ML models, algorithms, & tools using NumPy and Python standard lib.
  - TensorFlow NumPy - A subset of the NumPy API implemented in TensorFlow.
- JIT Compiler
  - Numba - JIT compiler that translates a subset of NumPy.
Materials

Programming Languages

Categories

Ecosystem 11 Community 10 Materials 8

Sub Categories

Conference 6 Books 5 AI/ML 4 Core 3 Roadmap & Milestones 3 Extended library 2 Reading Materials 2 Videos 1 Hardware acceleration 1 Channels 1 JIT Compiler 1

Keywords

tensor 1 scipy 1 rocm 1 python 1 nvtx 1 nvrtc 1 numpy 1 nccl 1 gpu 1 cutensor 1 cusparselt 1 cusparse 1 cusolver 1 curand 1 cupy 1 cudnn 1 cuda 1 cublas 1 word2vec 1 wgan-gp 1 wavenet 1 vae 1 topic-modeling 1 resnet 1 reinforcement-learning 1 neural-networks 1 mfcc 1 machine-learning 1 lstm 1 knn 1 hidden-markov-models 1 gradient-boosting 1 good-turing-smoothing 1 gaussian-processes 1 gaussian-mixture-models 1 bayesian-inference 1 attention 1