Medium articlesScripts/Notebooks used for my articles published on Medium
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Data KitDevenez Data-Scientist sur Le Wagon On Demand
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BinpyAn electronic simulation library written in pure Python
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Rl AdventurePytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
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Road lane line detectionFind lane lines on the road using Python and OpenCV, applying Canny edge detectors and Hough line transforms
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Neuralnetworks.thought ExperimentsObservations and notes to understand the workings of neural network models and other thought experiments using Tensorflow
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PysonarDecentralized Machine Learning Client
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Automl serviceDeploy AutoML as a service using Flask
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MgcnnMulti-Graph Convolutional Neural Networks
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MultihopkgMulti-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout
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Trading GymThis trading-gym is the first trading for agent to train with episode of short term trading itself.
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GeostatspyGeostatsPy Python package for spatial data analytics and geostatistics. Mostly a reimplementation of GSLIB, Geostatistical Library (Deutsch and Journel, 1992) in Python. Geostatistics in a Python package. I hope this resources is helpful, Prof. Michael Pyrcz
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Go TfliteGo binding for TensorFlow Lite
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ClandmarkOpen Source Landmarking Library
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Nas fpn tensorflowNAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection.
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Csa InpaintingCoherent Semantic Attention for image inpainting(ICCV 2019)
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Graph NotebookLibrary extending Jupyter notebooks to integrate with Apache TinkerPop and RDF SPARQL.
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Sca Cnn.cvpr17Image Captions Generation with Spatial and Channel-wise Attention
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FastpagesAn easy to use blogging platform, with enhanced support for Jupyter Notebooks.
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Up Down CaptionerAutomatic image captioning model based on Caffe, using features from bottom-up attention.
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Spacy RuRussian language models for spaCy
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EchomodsOpen source ultrasound processing modules and building blocks
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Text detectorText detection model that combines Retinanet with textboxes++ for OCR
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MlCodes related to various ML Hackathons
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Alpha Zero GeneralA clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
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Cs231nmy assignment solutions for CS231n Convolutional Neural Networks for Visual Recognition
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Analytics ZooDistributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray
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MiscellaneousScripts and code examples. Includes Spark notes, Jupyter notebook examples for Spark, Impala and Oracle.
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DdpgImplementation of Deep Deterministic Policy Gradients using TensorFlow and OpenAI Gym
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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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Aind NlpCoding exercises for the Natural Language Processing concentration, part of Udacity's AIND program.
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Lsstc Dsfp SessionsLecture slides, Jupyter notebooks, and other material from the LSSTC Data Science Fellowship Program
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Mnist tutorialA tutorial for MNIST handwritten digit classification using sklearn, PyTorch and Keras.
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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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Trump LiesTutorial: Web scraping in Python with Beautiful Soup
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Keras AcganAuxiliary Classifier Generative Adversarial Networks in Keras
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Pratik Derin Ogrenme UygulamalariÇeşitli kütüphaneler kullanılarak Türkçe kod açıklamalarıyla TEMEL SEVİYEDE pratik derin öğrenme uygulamaları.
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IntromlPython tutorials for introduction to machine learning
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VeridefteriVeri Defteri Üzerine Kısa Notlar (www.veridefteri.com)
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Uc2 GitRespository for Open-Science modular microscope system.
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