Causal inference python codePython code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins
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BocdBayesian Changepoint Detection
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Gans In ActionCompanion repository to GANs in Action: Deep learning with Generative Adversarial Networks
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SwebertArbetsförmedlingen's Swedish BERT models
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Neural ProcessesThis repository contains notebook implementations of the following Neural Process variants: Conditional Neural Processes (CNPs), Neural Processes (NPs), Attentive Neural Processes (ANPs).
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Computer Vision Actioncomputer vision learning, include python machine learning action; computer vision based on deep learning ;coursera deeplearning.ai and other cv learning materials collect ...
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Getting Things Done With PytorchJupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
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SlidesSlides from various talks/courses I've given
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Seq2seq Signal PredictionSignal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier
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AdjusttextA small library for automatically adjustment of text position in matplotlib plots to minimize overlaps.
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PresenceThe code for Presence - a kinetic sculpture that detects a viewer's gaze in real-time using a neural network and moves in response to the gaze
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Cdhprojecthadoop各组件使用,持续更新
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GeoblendGeo-aware poisson blending
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Pytorch GatMy implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
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Hack University Machine LearningHack University course "Introduction to Machine Learning" sylabus, course material, python examples, resource links, and data sets
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Kafka Storm StarterCode examples that show to integrate Apache Kafka 0.8+ with Apache Storm 0.9+ and Apache Spark Streaming 1.1+, while using Apache Avro as the data serialization format.
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GfcDocumentation, data, and some source code for challenge participants.
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SkdataPython tools for data analysis
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Pytorch Openposepytorch implementation of openpose including Hand and Body Pose Estimation.
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Thinkbayes2Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
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Keras Idiomatic ProgrammerBooks, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework
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Deep Visual Attention PredictionKeras implementation of paper 'Deep Visual Attention Prediction' which predicts human eye fixation on view-free scenes.
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ActivitynetThis repository is intended to host tools and demos for ActivityNet
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FramelessExpressive types for Spark.
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Nla2016Repository for 2016 NLA course @ Skoltech
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GansGenerative Adversarial Networks implemented in PyTorch and Tensorflow
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Batch 5 transplantProjet de prédiction de transplantation pulmonaire en partenariat avec l'hôpital Foch
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Tensorflow TutorialsSimple tutorials using Google's TensorFlow Framework
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Cloud Rnaseqncbi data processing and cloud based genomics
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Har Keras CoremlHuman Activity Recognition (HAR) with Keras and CoreML
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Pymc4Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.
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Advanced Factorization Of Machine SystemsGSOC 2017 - Apache Organization - # Implementation of Factorization Machines on Spark using parallel stochastic gradient descent (python and scala)
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TfidfSimple TF IDF Library
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DigitrecognizerJava Convolutional Neural Network example for Hand Writing Digit Recognition
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Finer TsneCode for the paper on t-SNE with variable degree of freedom
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CollaborationRepo for collaborating on documents
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