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anomaly-detection

A simple demonstration of sub-sequence sampling as used for anomaly detection with EKG signals

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

awesome-crowd-counting

Awesome Crowd Counting

blending

bokeh

Interactive Web Plotting for Python

curve

A tool for labeling anomalies on time-series data

data-science-blogs

A curated list of data science blogs

datasciencetools

Dockerfile for building different data science tools

demateloftam

DEMATEL of TAM research

docker-datascience

Dockerfile containing the libraries I need in most of my projects.

evt

使用极端值理论(Extreme Value Theory)实现阈值动态自动化设置

few-shot-learning

frlmoptimisation

- FRLMOptimisation

gensim

Topic Modelling for Humans

gpt4all-ui

Simple Docker Compose to load gpt4all (Llama.cpp) as an API and chatbot-ui for the web interface. This mimics OpenAI's ChatGPT but as a local instance (offline).

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

kdd2019-meirec

KDD2019-Metapath-guided Heterogeneous Graph Neural Network for Intent Recommendation

markovattribution

memo

ml_for_hackers

Code accompanying the book "Machine Learning for Hackers"

mlflow

Open source platform for the machine learning lifecycle

mlflow-example

An example MLflow project

models

The ONNX Model Zoo is a collection of pre-trained, state-of-the-art models in the ONNX format

mta

Multi-Touch Attribution

multi_armed_bandits_api

A simple API to serve choices and receive feedback for multi-armed bandit type experiments

multidimensional_root_cause_analysis

基于蒙特卡洛树（MCTS）的多维监控异常根因分析

nima.pytorch

NIMA: Neural IMage Assessment

onefilesvn

one file to implement SVN (total 635 lines,Ha HaHa)

online_boosting

A suite of boosting algorithms for the online learning setting.

optuna

A hyperparameter optimization framework