jackkrasmus-vorrath Goto Github PK

anomaly-transformer

About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_

anomaly_transformer_pytorch

PyTorch implementation of Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy

anomalybert

aws-cloudformation-simplified

AWS CloudFormation - Simplified | Hands On Learning !!

basic_blockchain

A basic blockchain implementation notebook

blockchain_security_and_demonstration

Review of Blockchain Technology, Security, Cryptocurrency, and Current Applications

data_mining_school_performance_data

DNN and SVM Classification, KNN, K-Means++, DBSCAN, Affinity Propagation, and Spectral Clustering, and PLS, Principal Component, Gradient Boosting, KNN, and Multinomial Logistic Regression

databases_and_dashboards_-_mysql-excel_vs._amazon_rds-quicksight

Comparing two methods for storing, retrieving, displaying, and sharing data: by cost, ease of creation and use, update speed, and shareability.

dataminingnotebooks

This is a collection of iPython notebooks from my course on data mining. Data used in the notebooks can be downloaded from the given links in the notebooks.

deep-sad-pytorch

A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.

diffi

Official repository of the paper "Interpretable Anomaly Detection with DIFFI: Depth-based Isolation Forest Feature Importance", M. Carletti, M. Terzi, G. A. Susto.

emmv_benchmarks

hnsw

HNSW ANN from the paper "Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs"

hnswlib

Header-only C++/python library for fast approximate nearest neighbors

is-bert

An Unsupervised Sentence Embedding Method by Mutual Information Maximization (EMNLP2020)

kaggle

Competition Code

kubernetes-fundamentals

Kubernetes Fundamentals

logbert

log anomaly detection via BERT

logistic_regression_direct-marketing_bank-term-deposit-subscription

Logistic regression analysis of factors contributing to bank deposit subscription and direct marketing success.

longformer

Longformer: The Long-Document Transformer

machine-learning_in_matlab

Neural Networks, Random Forests, Fuzzy C-Means Clustering, and Self-Organizing Maps

natural_language_processing

Topic Modeling, Document Clustering, Sentiment Classification, and Lexical Analysis

pcr_data-reduction_household-energy-prediction

Principal Component Regression Project for Household Energy Prediction

pii_spi_detection

PII, SPI Document Detection

quantile-forest

Quantile Regression Forests compatible with scikit-learn.

robert_recurrence_over_bert

pyTorch implementation of Recurrence over BERT (RoBERT) based on this paper https://arxiv.org/abs/1910.10781 and comparison with pyTorch implementation of other Hierarchical Methods (Mean Pooling and Max Pooling) and Truncation Methods (Head Only and Tail Only) presented in this paper https://arxiv.org/abs/1905.05583

rrcf

🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

skills-copilot-codespaces-vscode

My clone repository

sl-gad

[TKDE 2021] A PyTorch implementation of "Generative and Contrastive Self-Supervised Learning for Graph Anomaly Detection".