Ml Dl ScriptsThe repository provides usefull python scripts for ML and data analysis
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Snucse📓 Happy Campus Life
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Code ChallengesBuilt for //BUILD 2017; this repo contains 15 minutes code challenges across data platform and analytics. Inclusive of; SQL Server on Linux, Azure SQL Database, Azure DocumentDB, Azure Search, HDInsight, MySQL as a Service, PostgreSQL as a Service, Bot Framework, Python Tools for Visual Studio, R Tools for Visual Studio. Get challenged, learn new stuff, fork the repo, contribute to the repo, and get a sneak peak the exciting world of Microsoft products and services.
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EmaExplanatory Model Analysis. Explore, Explain and Examine Predictive Models
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Mnet deepcdrCode for TMI 2018 "Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation"
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Trimap generatorGenerating automatic trimap through pixel dilation and strongly-connected-component algorithms
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Pandas VideosJupyter notebook and datasets from the pandas Q&A video series
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Linear Attention Recurrent Neural NetworkA recurrent attention module consisting of an LSTM cell which can query its own past cell states by the means of windowed multi-head attention. The formulas are derived from the BN-LSTM and the Transformer Network. The LARNN cell with attention can be easily used inside a loop on the cell state, just like any other RNN. (LARNN)
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Bayes By BackpropPyTorch implementation of "Weight Uncertainty in Neural Networks"
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Abstractive Text SummarizationPyTorch implementation/experiments on Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond paper.
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Qrs detectorPython Online and Offline ECG QRS Detector based on the Pan-Tomkins algorithm
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Limperg pythonRepository with material for the Limperg Python course by Ties de Kok.
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ChromaganOfficial Implementation of ChromaGAN: An Adversarial Approach for Picture Colorization
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PyrossPyRoss: inference, forecasts, and optimised control of epidemiological models in Python - http://pyross.readthedocs.io
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Climatemodeling coursewareA collection of interactive lecture notes and assignments in Jupyter notebook format.
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Midi DatasetCode for creating a dataset of MIDI ground truth
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Election 2016 dataScraped data from the 2016 U.S. Election (President, Senate, House, Governor) and primaries, ballot measures and exit polls
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Tensorflow shinyA R/Shiny app for interactive RNN tensorflow models
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MdmA TensorFlow implementation of the Mnemonic Descent Method.
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Planet Amazon DeforestationThe open source repository for the Kaggle Amazon forest devastation competition https://www.kaggle.com/c/planet-understanding-the-amazon-from-space
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Mooc Coursera Advanced Machine LearningContent from Coursera's ADVANCED MACHINE LEARNING Specialization (Deep Learning, Bayesian Methods, Natural Language Processing, Reinforcement Learning, Computer Vision).
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Reinforcementlearning AtarigamePytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games
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Bobsqldemos, scripts, samples, and code from the two bobs who work at Microsoft on SQL Server
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Qml RgQuantum Machine Learning Reading Group @ ICFO
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Teach Me Quantum⚛ 10 week Practical Course on Quantum Information Science and Quantum Computing - with Qiskit and IBMQX
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Capsule GanCode for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".
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Neural Painters PytorchPyTorch library for "Neural Painters: A learned differentiable constraint for generating brushstroke paintings"
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Eeg ClassificationThis project was a joint effort with the neurology labs at UNL and UCD Anschutz to use deep learning to classify EEG data.
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Yolo Object DetectionYOLO is a state-of-the-art, real-time object detection algorithm. In this notebook, we will apply the YOLO algorithm to detect objects in images.
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BatchaiRepo for publishing code Samples and CLI samples for BatchAI service
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Mixmatch PytorchPytorch Implementation of the paper MixMatch: A Holistic Approach to Semi-Supervised Learning (https://arxiv.org/pdf/1905.02249.pdf)
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SfmlearnerAn unsupervised learning framework for depth and ego-motion estimation from monocular videos
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Dstl unetDstl Satellite Imagery Feature Detection
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Multilstmkeras attentional bi-LSTM-CRF for Joint NLU (slot-filling and intent detection) with ATIS
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RobbertA Dutch RoBERTa-based language model
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BasketballcrawlerThis is a python module to scrape basketball-reference.com and convert various stats into usable data structures for analysis
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CursopyladiesspCurso Introdutório de Análise de Dados Públicos
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KaggleMy solution to Web Traffic Predictions competition on Kaggle.
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