|11 months ago||5 days ago|
|MIT License||BSD 2-clause "Simplified" License|
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
protein-bert-pytorch VS provis - a user suggested alternative
2 projects | 8 Feb 2022
[R] ProteinBERT: A universal deep-learning model of protein sequence and function
1 project | reddit.com/r/MachineLearning | 1 Jun 2021
Predictive Maintenance and Anomaly Detection Resources
4 projects | reddit.com/r/datascience | 13 Jun 2022
[D] Unsupervised Outlier Detection - Advise Requested
1 project | reddit.com/r/MachineLearning | 3 Dec 2021
The source code and documentaion of PyOD is the best survey about OOD. Besides, the normalized flow and VQVAE are also feasible.
PyOD: ~50 anomaly detection algorithms in one framework.
1 project | reddit.com/r/algotrading | 25 Jan 2021
What are some alternatives?
isolation-forest - A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.
stumpy - STUMPY is a powerful and scalable Python library for modern time series analysis
tape - Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.
tods - TODS: An Automated Time-series Outlier Detection System
pymiere - Python for Premiere pro
alibi-detect - Algorithms for outlier, adversarial and drift detection
kafkaml-anomaly-detection - Project for real-time anomaly detection using Kafka and python
deep_learning_and_the_game_of_go - Code and other material for the book "Deep Learning and the Game of Go"
student-teacher-anomaly-detection - Student–Teacher Anomaly Detection with Discriminative Latent Embeddings
DETReg - Official implementation of the CVPR 2022 paper "DETReg: Unsupervised Pretraining with Region Priors for Object Detection".
uncertainty-baselines - High-quality implementations of standard and SOTA methods on a variety of tasks.
CueObserve - Timeseries Anomaly detection and Root Cause Analysis on data in SQL data warehouses and databases