PythonroboticsPython sample codes for robotics algorithms.
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realsense explorer botAutonomous ground exploration mobile robot which has 3-DOF manipulator with Intel Realsense D435i mounted on a Tracked skid-steer drive mobile robot. The robot is capable of mapping spaces, exploration through RRT, SLAM and 3D pose estimation of objects around it. This is an custom robot with self built URDF model.The Robot uses ROS's navigation…
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H1stThe AI Application Platform We All Need. Human AND Machine Intelligence. Based on experience building AI solutions at Panasonic: robotics predictive maintenance, cold-chain energy optimization, Gigafactory battery mfg, avionics, automotive cybersecurity, and more.
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JuliaAutonomyJulia sample codes for Autonomy, Robotics and Self-Driving Algorithms.
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Ngsim envLearning human driver models from NGSIM data with imitation learning.
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Easy slam tutorial首个中文的简单从零开始实现视觉SLAM理论与实践教程,使用Python实现。包括:ORB特征点提取,对极几何,视觉里程计后端优化,实时三维重建地图。A easy SLAM practical tutorial (Python).图像处理、otsu二值化。更多其他教程我的CSDN博客
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Trajectron Plus PlusCode accompanying the ECCV 2020 paper "Trajectron++: Dynamically-Feasible Trajectory Forecasting With Heterogeneous Data" by Tim Salzmann*, Boris Ivanovic*, Punarjay Chakravarty, and Marco Pavone (* denotes equal contribution).
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TonicAn autonomous vehicle written in python
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Awesome-Self-Drivingan awesome list of self-driving algorithms, software, tools
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DeeppicarDeep Learning Autonomous Car based on Raspberry Pi, SunFounder PiCar-V Kit, TensorFlow, and Google's EdgeTPU Co-Processor
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UrbanLocoUrbanLoco: A Full Sensor Suite Dataset for Mapping and Localization in Urban Scenes
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Comma2k19A driving dataset for the development and validation of fused pose estimators and mapping algorithms
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Qlearning tradingLearning to trade under the reinforcement learning framework
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BoxesBoxes.py - laser cutting boxes and more
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Python Ml CourseCurso de Introducción a Machine Learning con Python
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Dsp TheoryTheory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.
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Sklearn BayesPython package for Bayesian Machine Learning with scikit-learn API
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Py d3D3 block magic for Jupyter notebook.
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DynaslamDynaSLAM is a SLAM system robust in dynamic environments for monocular, stereo and RGB-D setups
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Semantic sumaSuMa++: Efficient LiDAR-based Semantic SLAM (Chen et al IROS 2019)
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LucidA collection of infrastructure and tools for research in neural network interpretability.
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MatrexA blazing fast matrix library for Elixir/Erlang with C implementation using CBLAS.
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ModsimpyText and supporting code for Modeling and Simulation in Python
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SompyA Python Library for Self Organizing Map (SOM)
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Generative ModelsAnnotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
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OrionA machine learning library for detecting anomalies in signals.
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Jupyter pivottablejsDrag’n’drop Pivot Tables and Charts for Jupyter/IPython Notebook, care of PivotTable.js
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Monk object detectionA one-stop repository for low-code easily-installable object detection pipelines.
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Mli ResourcesH2O.ai Machine Learning Interpretability Resources
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TigramiteTigramite is a time series analysis python module for causal discovery. The Tigramite documentation is at
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Probabilistic unetA U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.
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Iclr2020 OpenreviewdataScript that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.
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Face Image Motion ModelFace Image Motion Model (Photo-2-Video) based on "first-order-model" repository.
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SwiftaiSwift for TensorFlow's high-level API, modeled after fastai
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TcavCode for the TCAV ML interpretability project
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Code searchCode For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"
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CortxCORTX Community Object Storage is 100% open source object storage uniquely optimized for mass capacity storage devices.
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FinbertFinancial Sentiment Analysis with BERT
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Deep Learning V2 PytorchProjects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
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Ssd TensorflowSingle Shot MultiBox Detector in TensorFlow
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GetcardsNotebook to download machine learning flashcards
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Bilispider开发 bilibili 网站爬虫,大数据分析研究
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IfsharpF# for Jupyter Notebooks
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ReinspectEnd to end detection in crowded scenes
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Self Driving Car NdUdacity's Self-Driving Car Nanodegree project files and notes.
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Practical Deep Learning BookOfficial code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge
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