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Christian Nyumbayire's starred repositories

awesome-kan

A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.

95800

timesfm

TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

Language:PythonApache-2.0250300

scapy

Scapy: the Python-based interactive packet manipulation program & library.

Language:PythonGPL-2.01014600

DeepSplines

Learning Activation Functions in Deep (Spline) Neural Networks

Language:PythonMIT2200

splinter

Library for multivariate function approximation with splines (B-spline, P-spline, and more) with interfaces to C++, C, Python and MATLAB

Language:C++MPL-2.040800

pykan

Kolmogorov Arnold Networks

Language:Jupyter NotebookMIT1209300

graph-fraud-detection-papers

A curated list of graph-based fraud, anomaly, and outlier detection papers & resources

130000

Orion

A machine learning library for detecting anomalies in signals.

Language:PythonMIT97500

pycaret

An open-source, low-code machine learning library in Python

Language:Jupyter NotebookMIT853300

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

Language:PythonAGPL-3.0885800

TagAnomaly

Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category)

Language:RMIT31100

GenerativeModels

MONAI Generative Models makes it easy to train, evaluate, and deploy generative models and related applications

Language:Jupyter NotebookApache-2.053400

stumpy

STUMPY is a powerful and scalable Python library for modern time series analysis

Language:PythonNOASSERTION303500

pygod

A Python Library for Graph Outlier Detection (Anomaly Detection)

Language:PythonBSD-2-Clause122600

chaos_genius

ML powered analytics engine for outlier detection and root cause analysis.

Language:PythonMIT70500

Merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

Language:PythonBSD-3-Clause328100

ruptures

ruptures: change point detection in Python

Language:PythonBSD-2-Clause149400

pyoats

Quick and Easy Time Series Outlier Detection

Language:PythonApache-2.09800

pyod

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

Language:PythonBSD-2-Clause801900

chronos-forecasting

Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting

Language:PythonApache-2.0184600

pytorch-ood

👽 Out-of-Distribution Detection with PyTorch

Language:PythonApache-2.021000

isolation-forest

A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.

Language:ScalaNOASSERTION22000

darts

A python library for user-friendly forecasting and anomaly detection on time series.

Language:PythonApache-2.0739400

jank

A Clojure dialect hosted on LLVM with native C++ interop

Language:C++MPL-2.0145900

bril

an educational compiler intermediate representation

Language:RustMIT47200

Awesome-Pruning

A curated list of neural network pruning resources.

223500

jolt

The simplest and most extensible ZK VM. Fast and fully open source from a16z crypto and friends. ⚡

Language:RustMIT54200

Spartan2

High-speed zkSNARKs

Language:RustMIT8100

llm.c

LLM training in simple, raw C/CUDA

Language:CudaMIT1918600

transformers.js

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!

Language:JavaScriptApache-2.0787200