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accounting-system

ad_examples

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

ailearning

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

aletheia

Image steganalysis using state-of-the-art machine learning techniques

ann-benchmarks

Benchmarks of approximate nearest neighbor libraries in Python

anvio

An analysis and visualization platform for 'omics data

arithmetic

Example library for tutorial on publishing to Maven Central with OSSRH

astroml

Machine learning, statistics, and data mining for astronomy and astrophysics

auto_ml

[UNMAINTAINED] Automated machine learning for analytics & production

awesome-seml

A curated list of articles that cover the software engineering best practices for building machine learning applications.

banditlib

Library of contextual bandits algorithms

basenji

Sequential regulatory activity predictions with deep convolutional neural networks.

basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

batchflow

BatchFlow helps you conveniently work with random or sequential batches of your data and define data processing and machine learning workflows even for datasets that do not fit into memory.

benchmark

TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.

bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch.

biotite

A comprehensive library for computational molecular biology

bnpy

Bayesian nonparametric machine learning for Python

bokeh

Interactive Data Visualization in the browser, from Python

bootstrap.pytorch

Highlevel framework for starting Deep Learning projects (lightweight, flexible, easy to extend)

brainiak

Brain Imaging Analysis Kit

bugbug

Platform for Machine Learning projects on Software Engineering

cellprofiler

An open-source application for biological image analysis

cellranger

10x Genomics Single Cell 3' Gene Expression and VDJ Assembly

cesium

Machine Learning Time-Series Platform

changepatternsv2

chaospy

Chaospy - Toolbox for performing uncertainty quantification.

chemml

ChemML is a machine learning and informatics program suite for the chemical and materials sciences.

ciphergan

TensorFlow implementation of CipherGAN