Ntds 2017Material for the EPFL master course "A Network Tour of Data Science", edition 2017.
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Deeplearning Nlp ModelsA small, interpretable codebase containing the re-implementation of a few "deep" NLP models in PyTorch. Colab notebooks to run with GPUs. Models: word2vec, CNNs, transformer, gpt.
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AutoaugmentUnofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow
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Darknetpydarknetpy is a simple binding for darknet's yolo detector
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Reinforcement LearningImplementation of Reinforcement Learning algorithms in Python, based on Sutton's & Barto's Book (Ed. 2)
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Spade"Semantic Image Synthesis with Spatially-Adaptive Normalization" paper implementation
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Covid 19 Detection Flask App Based On Chest X Rays And Ct ScansCOVID-19 Detection Chest X-rays and CT scans: COVID-19 Detection based on Chest X-rays and CT Scans using four Transfer Learning algorithms: VGG16, ResNet50, InceptionV3, Xception. The models were trained for 500 epochs on around 1000 Chest X-rays and around 750 CT Scan images on Google Colab GPU. A Flask App was later developed wherein user can upload Chest X-rays or CT Scans and get the output of possibility of COVID infection.
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Deepfly3dMotion capture (markerless 3D pose estimation) pipeline and helper GUI for tethered Drosophila.
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Da detectionProgressive Domain Adaptation for Object Detection
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Pysparkgeoanalysis🌐 Interactive Workshop on GeoAnalysis using PySpark
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WhitehatInformation about my experiences on ethical hacking 💀
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RechunkerDisk-to-disk chunk transformation for chunked arrays.
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Github PaperPlos in Computational Biology paper related with github for researchers, code, source and document
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Kdd Multimodalities RecallThis is our solution for KDD Cup 2020. We implemented a very neat and simple neural ranking model based on siamese BERT which ranked first among the solo teams and ranked 12th among all teams on the final leaderboard.
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Emotion DetectorA python code to detect emotions from text
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BlogRead and Write
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CodingworkshopsProgramming challenges for python, webdev, data science Python Project Night
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ModernaiMaterials for Modern AI Course / Cloud Day 2.0
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ItorchIPython kernel for Torch with visualization and plotting
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Ds Python Data AnalysisData manipulation, analysis and visualisation in Python - specialist course Doctoral schools of Ghent University
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Rxkotlin Rxjava2 Android SamplesLearning RxKotlin2 for Android by Examples - Migration From RxKotlin1/RxJava1 to RxKotlin2/RxJava2 - How to use RxKotlin 2 in Android - RxLogin using RxBinding - Pagination using RxKotlin
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HmmsContinuous-time Hidden Markov Model
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Deep3dAutomatic 2D-to-3D Video Conversion with CNNs
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SilverhandMicheal Gardner的数据科学笔记
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Cmake Demo《CMake入门实战》源码
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MishOfficial Repsoitory for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]
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Python4scientificcomputing fundamentalsThis repository includes the guidelines and the exercise files of the first part of my lectures on python for scientific programming which is dedicated to a general introduction to Python programming language. These lectures are a part of the "Energy and Environmental Technologies for Building Systems" course offered for M.Sc in Energy Eng. at Politecnico di Milano.
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Tutorials 2017Geophysical Tutorials column for 2017
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Rpi Docker TensorflowDocker container for the Raspberry Pi containing Tensorflow and Jupyter
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ComettsComet Time Series Toolset for working with a time-series of remote sensing imagery and user defined polygons
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