Dsnd term1Contains files related to content and project of DSND
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FlamlA fast and lightweight AutoML library.
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Gluon ApiA clear, concise, simple yet powerful and efficient API for deep learning.
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Question GenerationGenerating multiple choice questions from text using Machine Learning.
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Lstm stock predictionThis is an LSTM stock prediction using Tensorflow with Keras on top.
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Audio ClassificationCode for YouTube series: Deep Learning for Audio Classification
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OsumapperAn automatic beatmap generator using Tensorflow / Deep Learning.
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WeatherbenchA benchmark dataset for data-driven weather forecasting
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Highres NetPytorch implementation of HighRes-net, a neural network for multi-frame super-resolution, trained and tested on the European Space Agency’s Kelvin competition.
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Pytorch Sentiment AnalysisTutorials on getting started with PyTorch and TorchText for sentiment analysis.
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Blazeface PytorchThe BlazeFace face detector model implemented in PyTorch
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Mlapp cn code《Machine Learning: A Probabilistic Perspective》(Kevin P. Murphy)中文翻译和书中算法的Python实现。
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Stat Nlp BookInteractive Lecture Notes, Slides and Exercises for Statistical NLP
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AlphatoolsQuantitative finance research tools in Python
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Screenshot To CodeA neural network that transforms a design mock-up into a static website.
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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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ExamplesHome for Elasticsearch examples available to everyone. It's a great way to get started.
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1833518.335 - Introduction to Numerical Methods course
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Malaya Natural Language Toolkit for bahasa Malaysia, https://malaya.readthedocs.io/
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Yolo Digit DetectorImplemented digit detector in natural scene using resnet50 and Yolo-v2. I used SVHN as the training set, and implemented it using tensorflow and keras.
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Pytorch Vq VaePyTorch implementation of VQ-VAE by Aäron van den Oord et al.
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NodebookRepeatable analysis plugin for Jupyter notebook
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Pydata BookMaterials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
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DatascienceData Science in Julia course for JuliaAcademy.com, taught by Huda Nassar
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Deeplearning ModelsA collection of various deep learning architectures, models, and tips
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Aind NlpCoding exercises for the Natural Language Processing concentration, part of Udacity's AIND program.
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X2facePytorch code for ECCV 2018 paper
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Pytorch Handbookpytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行
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Decaf ReleaseDecaf is DEPRECATED! Please visit http://caffe.berkeleyvision.org/ for Caffe, the new framework that has all the good things: GPU computation, full train/test scripts, native C++, and an active community!
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ClandmarkOpen Source Landmarking Library
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Ml sagemaker studiesCase studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.
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Alpha Zero GeneralA clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
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Image classification with 5 methodsCompared performance of KNN, SVM, BPNN, CNN, Transfer Learning (retrain on Inception v3) on image classification problem. CNN is implemented with TensorFlow
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Deep Learning BookRepository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
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Courseworksummer school coursework
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Dl tutorialTutorials for deep learning
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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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Emnlp 2019 PapersStatistics and Accepted paper list with arXiv link of EMNLP-IJCNLP 2019
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