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bladesaber's Projects

lightgbm icon 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.

linearmodels icon linearmodels

Additional linear models including instrumental variable and panel data models that are missing from statsmodels.

ludwig icon ludwig

Data-centric declarative deep learning framework

mametoolkit icon mametoolkit

A Python toolkit used to train reinforcement learning algorithms against arcade games

mapf-ir icon mapf-ir

Iterative Refinement for Real-Time Multi-Robot Path Planning (IROS-21)

mava icon mava

A library of multi-agent reinforcement learning components and systems

mayavi icon mayavi

3D visualization of scientific data in Python

merlion icon merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

mlfinlab icon mlfinlab

MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.

mljar-supervised icon mljar-supervised

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

mlxtend icon mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

mmgeneration icon mmgeneration

MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

model-based-rl icon model-based-rl

Implementation of MuZero with PyTorch, based on the pseudocode from DeepMind (https://arxiv.org/src/1911.08265v2/anc/pseudocode.py).

motionplanning icon motionplanning

Motion planning algorithms commonly used on autonomous vehicles. (path planning + path tracking)

mvision icon mvision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

netron icon netron

Visualizer for neural network, deep learning, and machine learning models

nle icon nle

The NetHack Learning Environment

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