MachinelearningnotebooksPython notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft
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IntegratedgradientsPython/Keras implementation of integrated gradients presented in "Axiomatic Attribution for Deep Networks" for explaining any model defined in Keras framework.
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VeridefteriVeri Defteri Üzerine Kısa Notlar (www.veridefteri.com)
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One Hundred Layers TiramisuKeras Implementation of The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation by (Simon Jégou, Michal Drozdzal, David Vazquez, Adriana Romero, Yoshua Bengio)
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Spell CheckerA seq2seq model that can correct spelling mistakes.
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SpyketorchHigh-speed simulator of convolutional spiking neural networks with at most one spike per neuron.
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ExtendedtinyfacesDetecting and counting small objects - Analysis, review and application to counting
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Atari Model ZooA binary release of trained deep reinforcement learning models trained in the Atari machine learning benchmark, and a software release that enables easy visualization and analysis of models, and comparison across training algorithms.
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LernapparatVarious Notebooks for Lernapparat.de
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Py R Fcn MultigpuCode for training py-faster-rcnn and py-R-FCN on multiple GPUs in caffe
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RadioRadIO is a library for data science research of computed tomography imaging
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Text detectorText detection model that combines Retinanet with textboxes++ for OCR
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Ml TutorialIntroduction to ML packages for the 6.86x course
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Auto tsAutomatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Now updated with Dask to handle millions of rows.
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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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Activitynet 2016 CvprwTools to participate in the ActivityNet Challenge 2016 (NIPSW 2016)
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MlCodes related to various ML Hackathons
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TeachopencaddTeachOpenCADD: a teaching platform for computer-aided drug design (CADD) using open source packages and data
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VectoraiVector AI — A platform for building vector based applications. Encode, query and analyse data using vectors.
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Datascience책) 파이썬으로 데이터 주무르기 - 소스코드 및 데이터 공개
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Deep Learning NotesMy personal notes, presentations, and notebooks on everything Deep Learning.
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Cnn Re TfConvolutional Neural Network for Multi-label Multi-instance Relation Extraction in Tensorflow
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MiscellaneousScripts and code examples. Includes Spark notes, Jupyter notebook examples for Spark, Impala and Oracle.
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Bet On SibylMachine Learning Model for Sport Predictions (Football, Basketball, Baseball, Hockey, Soccer & Tennis)
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LargitdataLargitData Course Material
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Dl4mirDeep learning for MIR
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Graph NotebookLibrary extending Jupyter notebooks to integrate with Apache TinkerPop and RDF SPARQL.
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PqkmeansFast and memory-efficient clustering
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ImodelsInterpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
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ThinkdspThink DSP: Digital Signal Processing in Python, by Allen B. Downey.
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SvhnclassifierA TensorFlow implementation of Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks (http://arxiv.org/pdf/1312.6082.pdf)
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NbqaRun any standard Python code quality tool on a Jupyter Notebook
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GermanwordembeddingsToolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets
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Ml LessonsIntro to deep learning for medical imaging lesson, by MD.ai
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Sklearn BenchmarksA centralized repository to report scikit-learn model performance across a variety of parameter settings and data sets.
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Juniper🍇 Edit and execute code snippets in the browser using Jupyter kernels
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Snippetjust some code snippet
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Tensorflow2.0 NotesTensorflow 2.0 Notes 提供了TF2.0案例实战以及TF2.0基础实战,目标是帮助那些希望和使用Tensorflow 2.0进行深度学习开发和研究的朋友快速入门,其中包含的Tensorflow 2.0教程基本通过测试保证可以成功运行(有问题的可以提issue,笔记网站正在建设中)。
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ClustergrammerAn interactive heatmap visualization built using D3.js
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Mnist tutorialA tutorial for MNIST handwritten digit classification using sklearn, PyTorch and Keras.
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Ctr nn基于深度学习的CTR预估,从FM推演各深度学习CTR预估模型(附代码)
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CarputerToy car that drives itself using neural networks
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Vec4irWord Embeddings for Information Retrieval
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ExplainxExplainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code.
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