Repository Index

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.

• python
• machine-learning
• deep-learning
• data-science

SciPy library main repository

• python
• scipy
• algorithms
• closember

Parallel computing with task scheduling

• dask
• python
• pydata
• numpy

NumPy & SciPy for GPU

• cuda
• cudnn
• cublas
• cusolver

Open Machine Learning Course

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

Python library for audio and music analysis

• audio
• python
• music
• dsp

Efficiently computes derivatives of NumPy code.

• autograd
• automatic-differentiation
• numpy
• python

🎚️ Open Source Audio Matching and Mastering

• audio
• sound
• mastering
• matchering

Python audio and music signal processing library

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

A Python module for time-frequency analysis

• python
• scipy
• signal-processing
• time-frequency-analysis

Official type stubs for SciPy

• python
• scipy
• stubs-only
• python-typing

A fast MDCT implementation using SciPy and FFTs

• scientific-computing
• signal-processing
• scipy
• audio-analysis

Spectrogram calculation for NumPy

• signal-processing
• audio-analysis
• stft
• fft

Simulating Lorenz attractor on Golem.network

• simulation
• scipy
• lorenz-attractor