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Steven Du's Projects

mind-sc2 icon mind-sc2

Efficient Reinforcement Learning with a Mind-Game for Full-Length StarCraft II

minimal_vae icon minimal_vae

A minimal implementation of an Variational Auto-Encoder

minisom icon minisom

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

minkowskiengine icon minkowskiengine

Minkowski Engine is an auto-diff library for generalized sparse convolutions and high-dimensional sparse tensors

minpy icon minpy

NumPy interface with mixed backend execution

miopen icon miopen

AMD's Machine Intelligence Library

mitmproxy icon mitmproxy

An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.

ml-course icon ml-course

A machine learning course using Python, Jupyter Notebooks, and OpenML

ml-portal-fastapi icon ml-portal-fastapi

A complete end-to-end machine learning portal that covers processes starting from model training to the model predicting results using FastAPI.

ml3 icon ml3

ML3 classifier (Multiclass Latent Locally Linear Support Vector Machines)

ml4a-guides icon ml4a-guides

practical guides, tutorials, and code samples for ml4a

mlalgorithms icon mlalgorithms

Minimal and clean examples of machine learning algorithms

mlbox icon mlbox

MLBox is a powerful Automated Machine Learning python library.

mldemo icon mldemo

This repo is all the machine learning related project codes and their corresponding blog posts at the graduate level.

mldl icon mldl

Machine Learning and Deep Learning Resources

mlforecast icon mlforecast

Scalable machine learning based time series forecasting

mlpb icon mlpb

Machine Learning Problem Bible

mlrefined icon mlrefined

Python and MATLAB code examples and demos from the textbook "Machine Learning Refined" (Cambridge University Press)

mlstm-fcn icon mlstm-fcn

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

mmcv icon mmcv

Open MMLab Computer Vision Foundation

mmkb icon mmkb

Different data modalities for KBs (images, numerical, etc.)

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