Ipython NotebooksA collection of IPython notebooks covering various topics.
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MaterialsBonus materials, exercises, and example projects for our Python tutorials
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TutorialTutorial covering Open Source tools for Source Separation.
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Sklearn pycon2014Repository containing files for my PyCon 2014 scikit-learn tutorial.
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Interpret TextA library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.
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NaviganNavigating the GAN Parameter Space for Semantic Image Editing
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Stock PredictionStock price prediction with recurrent neural network. The data is from the Chinese stock.
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Gan steerabilityOn the "steerability" of generative adversarial networks
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Vqa demoVisual Question Answering Demo on pretrained model
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Poretoolsa toolkit for working with Oxford nanopore data
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MelusineMelusine is a high-level library for emails classification and feature extraction "dédiée aux courriels français".
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Scikit GeometryScientific Python Geometric Algorithms Library
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Tf VqvaeTensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (VQ-VAE).
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PaperboyA web frontend for scheduling Jupyter notebook reports
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DragonnA toolkit to learn how to model and interpret regulatory sequence data using deep learning.
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Vae ClusteringUnsupervised clustering with (Gaussian mixture) VAEs
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LfortranOfficial mirror of https://gitlab.com/lfortran/lfortran. Please submit pull requests (PR) there. Any PR sent here will be closed automatically.
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Triplet AttentionOfficial PyTorch Implementation for "Rotate to Attend: Convolutional Triplet Attention Module." [WACV 2021]
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Source separationDeep learning based speech source separation using Pytorch
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OwnphotosSelf hosted alternative to Google Photos
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SecSeed, Expand, Constrain: Three Principles for Weakly-Supervised Image Segmentation
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Example ScriptsExample Machine Learning Scripts for Numerai's Tournament
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MachinelearningwithpythonStarter files for Pluralsight course: Understanding Machine Learning with Python
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Lrp toolboxThe LRP Toolbox provides simple and accessible stand-alone implementations of LRP for artificial neural networks supporting Matlab and Python. The Toolbox realizes LRP functionality for the Caffe Deep Learning Framework as an extension of Caffe source code published in 10/2015.
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HtmresearchExperimental algorithms. Unsupported.
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Dl For ChatbotDeep Learning / NLP tutorial for Chatbot Developers
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Sohu competitionSohu's 2018 content recognition competition 1st solution(搜狐内容识别大赛第一名解决方案)
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DatascienceprojectsThe code repository for projects and tutorials in R and Python that covers a variety of topics in data visualization, statistics sports analytics and general application of probability theory.
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Timeseries fastaifastai V2 implementation of Timeseries classification papers.
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SkyliftWi-Fi Geolocation Spoofing with the ESP8266
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FauxtographTools for using a variational auto-encoder for latent image encoding and generation.
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Text summarization with tensorflowImplementation of a seq2seq model for summarization of textual data. Demonstrated on amazon reviews, github issues and news articles.
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Spark Fm ParallelsgdImplementation of Factorization Machines on Spark using parallel stochastic gradient descent (python and scala)
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Video to bvhConvert human motion from video to .bvh
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Practical 1Oxford Deep NLP 2017 course - Practical 1: word2vec
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Theano TutorialA collection of tutorials on neural networks, using Theano
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18s09618.S096 three-week course at MIT
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Set transformerPytorch implementation of set transformer
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Zoom Learn Zoomcomputational zoom from raw sensor data
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Covid 19Ciência de Dados aplicada à pandemia do novo coronavírus.
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