Stan Soo's starred repositories

100-Days-Of-ML-Code

100 Days of ML Coding

License:MITStargazers:43771Issues:2440Issues:0

onnx

Open standard for machine learning interoperability

Language:PythonLicense:Apache-2.0Stargazers:17103Issues:438Issues:2723

onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

dask

Parallel computing with task scheduling

Language:PythonLicense:BSD-3-ClauseStargazers:12152Issues:211Issues:5056

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

Language:Jupyter NotebookLicense:MITStargazers:8160Issues:301Issues:24

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

Language:PythonLicense:AGPL-3.0Stargazers:7990Issues:287Issues:22

sktime

A unified framework for machine learning with time series

Language:PythonLicense:BSD-3-ClauseStargazers:7510Issues:102Issues:2321

BentoML

The easiest way to serve AI/ML models in production - Build Model Inference Service, LLM APIs, Multi-model Inference Graph/Pipelines, LLM/RAG apps, and more!

Language:PythonLicense:Apache-2.0Stargazers:6717Issues:73Issues:1040

skypilot

SkyPilot: Run LLMs, AI, and Batch jobs on any cloud. Get maximum savings, highest GPU availability, and managed executionβ€”all with a simple interface.

Language:PythonLicense:Apache-2.0Stargazers:6097Issues:67Issues:1595

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

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:4850Issues:62Issues:647

imgui-node-editor

Node Editor built using Dear ImGui

Language:C++License:MITStargazers:3441Issues:84Issues:246

Meta-Learning-Papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

learn2learn

A PyTorch Library for Meta-learning Research

Language:PythonLicense:MITStargazers:2567Issues:32Issues:257

pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

Language:PythonLicense:MITStargazers:2539Issues:40Issues:185

imnodes

A small, dependency-free node editor for dear imgui

Language:C++License:MITStargazers:1910Issues:43Issues:131

FSL-Mate

FSL-Mate: A collection of resources for few-shot learning (FSL).

Awesome-GNN4TS

πŸ“ˆ Awesome resources related to GNNs for Time Series Analysis (GNN4TS) πŸ”₯ https://arxiv.org/abs/2307.03759

metaflow-ui

:art: UI for monitoring your Metaflow executions!

Language:TypeScriptLicense:Apache-2.0Stargazers:310Issues:167Issues:31

tsl

tsl: a PyTorch library for processing spatiotemporal data.

Language:PythonLicense:MITStargazers:228Issues:9Issues:29

awesome-dynamic-graphs

A collection of resources on dynamic/streaming/temporal/evolving graph processing systems, databases, data structures, datasets, and related academic and industrial work

License:CC0-1.0Stargazers:120Issues:8Issues:0

awesome-data-temporality

A curated list to help you manage temporal data across many modalities πŸš€.

EvolvingGraphs.jl

Working with time-dependent networks in Julia

Language:JuliaLicense:NOASSERTIONStargazers:52Issues:8Issues:18

ContinuousSubgraphMatching

Source code and datasets of "An In-Depth Study of Continuous Subgraph Matching", accepted by VLDB'22 - By Xibo Sun, Dr. Shixuan Sun, Prof. Qiong Luo, and Prof. Bingsheng He

Language:C++License:MITStargazers:37Issues:7Issues:3

learnable-opinion-dynamics

Code and data for the KDD2020 paper "Learning Opinion Dynamics From Social Traces"

Language:PythonLicense:GPL-3.0Stargazers:31Issues:4Issues:0

hornetsnest

High-Performance Streaming Graph Analytics on GPUs

Language:CudaLicense:BSD-3-ClauseStargazers:31Issues:11Issues:5

lifelong-learning

Lifelong Learning of Graph Neural Networks for Open-World Node Classification

Language:PythonStargazers:25Issues:4Issues:0

paper_list

The repo lists papers of various areas, including Graph Analytics, Graph Acceleration, Subgraph Matching, Streaming Graph Management, Worst-case Optimal Join Algorithms, Join Plan Optimization, and so on.

License:MITStargazers:14Issues:1Issues:0

parallel-packed-csr

A parallel packed CSR data structure for large-scale dynamic graphs

Language:C++License:MITStargazers:13Issues:3Issues:0

anomaly-detection-platform

πŸ”₯πŸ”₯πŸ”₯πŸ”₯🧊πŸ”₯πŸ”₯ A Data Platform for Monitoring and Detecting Anomalies in Real-Time.

Language:Jupyter NotebookStargazers:10Issues:4Issues:2

awesome-temporal-graphs

A collection of resources on dynamic/streaming/temporal/evolving graph processing systems, databases, data structures, datasets, and related academic and industrial work

License:CC0-1.0Stargazers:9Issues:0Issues:0