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Jiong Sun's Projects

aima-python icon aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

autogluon icon autogluon

AutoGluon: AutoML for Text, Image, and Tabular Data

azure-iot-sdks icon azure-iot-sdks

SDKs for a variety of languages and platforms that help connect devices to Microsoft Azure IoT services

darknet icon darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

dba icon dba

DBA: Averaging for Dynamic Time Warping

hdbscan icon hdbscan

A high performance implementation of HDBSCAN clustering.

prophet icon prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pyod icon pyod

(JMLR'19) A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)

python-swat icon python-swat

The SAS Scripting Wrapper for Analytics Transfer (SWAT) package is the Python client to SAS Cloud Analytic Services (CAS). It allows users to execute CAS actions and process the results all from Python.

saspy icon saspy

A Python interface module to the SAS System. It works with Linux, Windows, and mainframe SAS. It supports the sas_kernel project (a Jupyter Notebook kernel for SAS) or can be used on its own.

sparseml icon sparseml

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

thinkstats2 icon thinkstats2

Text and supporting code for Think Stats, 2nd Edition

transformers icon transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

tsfresh icon tsfresh

Automatic extraction of relevant features from time series:

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

yolov3 icon yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

yolov5 icon yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

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