Tensors and Dynamic neural networks in Python with strong GPU acceleration
- neural-network
- autograd
- gpu
- numpy
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The 30 Days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than 100 days. Follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
- machine-learning
- deep-learning
- deep-reinforcement-learning
- machine-learning-from-scratch
The fundamental package for scientific computing with Python.
- numpy
- python
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构
A high-performance, zero-overhead, extensible Python compiler with built-in NumPy support
100 numpy exercises (with solutions)
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
NumPy & SciPy for GPU
- cuda
- cudnn
- cublas
- cusolver
An open access book on scientific visualization using python and matplotlib
- python
- matplotlib
- dataviz
- scientific-publications
NumPy aware dynamic Python compiler using LLVM
Open Machine Learning Course
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
Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
- json
- python
- rust
- serialization
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
- pytorch
- tensorboard
- machine-learning
- visualization
Efficiently computes derivatives of NumPy code.
- autograd
- automatic-differentiation
- numpy
- python
Fast data visualization and GUI tools for scientific / engineering applications
N-D labeled arrays and datasets in Python
NumPy and Pandas interface to Big Data
napari: a fast, interactive, multi-dimensional image viewer for python
- napari
- numpy
- visualization
- python