michaelchiucw

tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

spacetimeformer

Multivariate Time Series Forecasting with efficient Transformers. Code for the paper "Long-Range Transformers for Dynamic Spatiotemporal Forecasting."

Informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

CapyMOA

Enhanced machine learning library tailored for data streams, featuring a Python API integrated with MOA backend support. This unique combination empowers users to leverage a wide array of existing algorithms efficiently while fostering the development of new methodologies in both Python and Java.

LKAN

Variations of Kolmogorov-Arnold Networks

introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

frouros

Frouros: an open-source Python library for drift detection in machine learning systems.

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

studd

Unsupervised Concept Drift Detection or Model Monitoring

one-class-drift-detection

unsupervised concept drift detection with one-class classifiers

d3-discriminative-drift-detector-concept-drift

unsupervised concept drift detection

csarf

Cost-sensitive Adaptive Random Forest

deep-river

iXAI

Fast and incremental explanations for online machine learning models. Works best with the river framework.

gpt-engineer

Specify what you want it to build, the AI asks for clarification, and then builds it.

ROSE

ROSE: Robust Online Self-Adjusting Ensemble for Continual Learning from Imbalanced Drifting Data Streams

whisper.cpp

Port of OpenAI's Whisper model in C/C++

gpt4all

GPT4All: Chat with Local LLMs on Any Device

Employee_Cinema_Booking_System

Repository for python code used to build the cinema employee booking system

IEBench

scikit-ika

A real-time adaptive predictive system for evolving data streams. Inspired by MOA and scikit-multiflow, following Scikit's philosophy.

gpt-3

GPT-3: Language Models are Few-Shot Learners

tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️

awesome-online-machine-learning

:bookmark_tabs: Online machine learning resources

stream-learn

The stream-learn is an open-source Python library for difficult data stream analysis.

confidence-planner

A Python library for estimating confidence intervals around accuracy and sample sizes for classification experiments.

SWIM

SWIM: Sampling WIth the Majority class, is a framework for resampling in cases of extreme class imbalance

mowl

mOWL: Machine Learning library with Ontologies

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes