SilverhandMicheal Gardner的数据科学笔记
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Fancy PythonFancy things you can do in Python to make your life easier
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Python4scientificcomputing fundamentalsThis repository includes the guidelines and the exercise files of the first part of my lectures on python for scientific programming which is dedicated to a general introduction to Python programming language. These lectures are a part of the "Energy and Environmental Technologies for Building Systems" course offered for M.Sc in Energy Eng. at Politecnico di Milano.
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Google dopamine liveThis is the code for "Google Dopamine (LIVE)" by Siraj Raval on Youtube
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DdaDifferentiable Data Augmentation Library
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Rpi Docker TensorflowDocker container for the Raspberry Pi containing Tensorflow and Jupyter
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Rl CcWeb-based Reinforcement Learning Control Center
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Bayesian Linear RegressionA python tutorial for a Bayesian treatment of Linear Regression: https://zjost.github.io/bayesian-linear-regression/
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Yolov3 GooglecolabA walk through the code behind setting up YOLOv3 with darknet and training it and processing video on Google Colaboratory
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Embedded gcnnEmbedded Graph Convolutional Neural Networks (EGCNN) in TensorFlow
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Useful PythonPython code and notebooks for reference
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On PolicyThis is the official implementation of Multi-Agent PPO.
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Cs61bData Structures, Spring 2019
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LeetcodeThis repository contains the solutions and explanations to the algorithm problems on LeetCode. Only medium or above are included. All are written in C++/Python and implemented by myself. The problems attempted multiple times are labelled with hyperlinks.
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Collaborative Deep Learning For Recommender SystemsThe hybrid model combining stacked denoising autoencoder with matrix factorization is applied, to predict the customer purchase behavior in the future month according to the purchase history and user information in the Santander dataset.
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Pycon Ua 2018Talk at PyCon UA 2018 (Kharkov, Ukraine)
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Leetcode👏🏻 leetcode solutions for Humans™
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Ml Dl ProjectsPersonal projects using machine learning and deep learning techniques
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Multiclass Semantic Segmentation CamvidTensorflow 2 implementation of complete pipeline for multiclass image semantic segmentation using UNet, SegNet and FCN32 architectures on Cambridge-driving Labeled Video Database (CamVid) dataset.
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QuacQUAC ("quantitative analysis of chatter" or any related acronym you like) is a package for acquiring and analyzing social Internet content. Docs are online at http://reidpr.github.io/quac.
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Kaggle challenge liveThis is the code for "Kaggle Challenge (LIVE)" by Siraj Raval on Youtube
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Pose Guided Image GenerationImplementation of NIPS 2017 paper "Pose Guided Person Image Generation" in PyTorch. https://arxiv.org/abs/1705.09368
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PyeisPyEIS: A Python-based Electrochemical Impedance Spectroscopy simulator and analyzer
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PytorchintroAn Absolute Beginners Guide to Machine Learning with PyTorch
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Recall介绍推荐系统几种算法的实现,可以作为模版在此基础上修改使用。
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Kdd2020multimodalitiesKDD Cup 2020 Challenges for Modern E-Commerce Platform: Multimodalities Recall
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Analytics vidhyaCodes related to activities on AV including articles, hackathons and discussions.
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Pydata Nyc 2015📜 Understanding Probabilistic Topic Models with Simulation in Python
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Image Outpainting🏖 Keras Implementation of Painting outside the box
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Soccer xgA Python package for training and analyzing expected goals (xG) models in soccer.
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EqualareacartogramConverts a Shapefile, GeoJSON, or CSV to an equal area cartogram
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FeedinlibThis repository contains implementations of photovoltaic models to calculate electricity generation from a pv installation based on given solar radiation. Furthermore it contains all necessary pre-calculations.
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Intro To NltkCode and Notebooks for the Natural Language Processing with Python course.
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Apmae4990Introduction to Data Science in Industry
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StylistFast artistic style transfer with convolutional neural networks.
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Data Structures CA collection of algorithms for data structure manipulation in C
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Datastructures 🚀 Implementation of core data structures for R
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