Repository Index

Tensors and Dynamic neural networks in Python with strong GPU acceleration

• neural-network
• autograd
• gpu
• numpy

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

• jax

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

• nlp
• datasets
• pytorch
• tensorflow

Machine learning, in numpy

• machine-learning
• neural-networks
• topic-modeling
• gaussian-mixture-models

Convert Machine Learning Code Between Frameworks

• python
• tensorflow
• pytorch
• numpy

Parallel computing with task scheduling

• dask
• python
• pydata
• numpy

机器学习相关教程

• machine-learning
• neural-network
• tensorflow
• python

NumPy & SciPy for GPU

• cuda
• cudnn
• cublas
• cusolver

NumPy aware dynamic Python compiler using LLVM

• python
• numpy
• llvm
• compiler

Open Machine Learning Course

• machine-learning
• data-analysis
• data-science
• pandas

Tool for real-time visualization, monitoring and collaborative analysis of AI/ML experiments and live data. Supports Python, PyTorch/Torch, NumPy, TensorFlow/Keras https://visdom.dev

Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

• dataframe
• python
• bigdata
• tabular-data

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

• pytorch
• tensorboard
• machine-learning
• visualization

Efficiently computes derivatives of NumPy code.

• autograd
• automatic-differentiation
• numpy
• python

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

• python
• genetic-algorithm
• optimization
• numpy

Python audio and music signal processing library

• audio-analysis
• signal-processing
• machine-learning
• music-information-retrieval

Image process framework based on plugin like imagej, it is esay to glue with scipy.ndimage, scikit-image, opencv, simpleitk, mayavi...and any libraries based on numpy

• imagej
• scikit-image
• opencv
• simpleitk

Deploy tensorflow graphs for fast evaluation and export to tensorflow-less environments running numpy.

Automated Testing for Set-Top Boxes and Smart TVs

• python
• test-automation
• set-top-box
• remote-control