DeeplearningcoursecodesNotes, Codes, and Tutorials for the Deep Learning Course <which I taught at ChinaHadoop>
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Mona lisa eyesA machine learning project. Turn on your webcam. Mona Lisa's eyes will follow you around.
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Stat Nlp BookInteractive Lecture Notes, Slides and Exercises for Statistical NLP
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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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ConceptualsearchTrain a Word2Vec model or LSA model, and Implement Conceptual Search\Semantic Search in Solr\Lucene - Simon Hughes Dice.com, Dice Tech Jobs
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Taco🌮 Trash Annotations in Context Dataset Toolkit
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DatascienceData Science in Julia course for JuliaAcademy.com, taught by Huda Nassar
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RecmetricsA library of metrics for evaluating recommender systems
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Mirnet TfjsTensorFlow JS models for MIRNet for low-light image enhancement.
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2016 01 Tennis Betting AnalysisMethodology and code supporting the BuzzFeed News/BBC article, "The Tennis Racket," published Jan. 17, 2016.
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TslabInteractive JavaScript and TypeScript programming with Jupyter
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Audio ClassificationCode for YouTube series: Deep Learning for Audio Classification
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KdepyKernel Density Estimation in Python
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Pytorch Sentiment AnalysisTutorials on getting started with PyTorch and TorchText for sentiment analysis.
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Zhihu知乎看山杯 第二名 解决方案
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Malaya Natural Language Toolkit for bahasa Malaysia, https://malaya.readthedocs.io/
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Aind2 CnnAIND Term 2 -- Lesson on Convolutional Neural Networks
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MegnetGraph Networks as a Universal Machine Learning Framework for Molecules and Crystals
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Skills个人的技能树仓库,主要包含个人机器学习以及深度学习的笔记
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Cellposea generalist algorithm for cellular segmentation
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PomegranateFast, flexible and easy to use probabilistic modelling in Python.
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MozartAn optical music recognition (OMR) system. Converts sheet music to a machine-readable version.
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Delf PytorchPyTorch Implementation of "Large-Scale Image Retrieval with Attentive Deep Local Features"
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Pycon Nlp In 10 LinesRepository for PyCon 2016 workshop Natural Language Processing in 10 Lines of Code
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Scipy 2018 Sklearn Scipy 2018 scikit-learn tutorial by Guillaume Lemaitre and Andreas Mueller
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Tacotron pytorchPyTorch implementation of Tacotron speech synthesis model.
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FouriertalkosconPresentation Materials for my "Sound Analysis with the Fourier Transform and Python" OSCON Talk.
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Loss toolbox PytorchPyTorch Implementation of Focal Loss and Lovasz-Softmax Loss
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JetcamEasy to use Python camera interface for NVIDIA Jetson
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Smpybandits🔬 Research Framework for Single and Multi-Players 🎰 Multi-Arms Bandits (MAB) Algorithms, implementing all the state-of-the-art algorithms for single-player (UCB, KL-UCB, Thompson...) and multi-player (MusicalChair, MEGA, rhoRand, MCTop/RandTopM etc).. Available on PyPI: https://pypi.org/project/SMPyBandits/ and documentation on
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Retail Demo StoreAWS Retail Demo Store is a sample retail web application and workshop platform demonstrating how AWS infrastructure and services can be used to build compelling customer experiences for eCommerce, retail, and digital marketing use-cases
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Wav2midAutomatic Music Transcription with Deep Neural Networks
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DeeptexturesCode to synthesise textures using convolutional neural networks as described in Gatys et al. 2015 (http://arxiv.org/abs/1505.07376)
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Abu ml机器学习技术研究室——by阿布量化小组
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Numerical Linear Algebra V2Jupyter Notebooks for Computational Linear Algebra course, taught summer 2018 in USF MSDS program
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Box Plots SklearnAn implementation of some of the tools used by the winner of the box plots competition using scikit-learn.
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Tacotron2Tacotron 2 - PyTorch implementation with faster-than-realtime inference
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Bigquery Oreilly BookSource code accompanying: BigQuery: The Definitive Guide by Lakshmanan & Tigani to be published by O'Reilly Media
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Text ClassificationMachine Learning and NLP: Text Classification using python, scikit-learn and NLTK
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Pytorch Vgg Cifar10This is the PyTorch implementation of VGG network trained on CIFAR10 dataset
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DeepreplayDeep Replay - Generate visualizations as in my "Hyper-parameters in Action!" series!
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Link PredictionRepresentation learning for link prediction within social networks
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BertvizTool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)
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Bayesian OptimizationPython code for bayesian optimization using Gaussian processes
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Mltrain Nips 2017This repository contains all the material for the MLTrain NIPS workshop
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Recsys core[电影推荐系统] Based on the movie scoring data set, the movie recommendation system is built with FM and LR as the core(基于爬取的电影评分数据集,构建以FM和LR为核心的电影推荐系统).
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Yolo SeriesA series of notebooks describing how to use YOLO (darkflow) in python
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