Marketing Data ScienceAnalytics and data science business case studies to identify opportunities and inform decisions about products and features. Topics include Markov chains, A/B testing, customer segmentation, and machine learning models (logistic regression, support vector machines, and quadratic discriminant analysis).
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TensorflowProject containig related material for my TensorFlow articles
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L2hmcTensorFlow implementation for training MCMC samplers from the paper: Generalizing Hamiltonian Monte Carlo with Neural Network
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Object Oriented Programming Using PythonPython is a multi-paradigm programming language. Meaning, it supports different programming approach. One of the popular approach to solve a programming problem is by creating objects. This is known as Object-Oriented Programming (OOP).
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100 Days Of Ml CodeA day to day plan for this challenge. Covers both theoritical and practical aspects
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Seldon CoreAn MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
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Cinic 10A drop-in replacement for CIFAR-10.
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Www Coursera DownloaderThis Jupyter Notebook will help you downloading Coursera videos, subtitles and quizzes (but not answering the quiz). It will automatically download and convert vtt subtitle files into srt. All resources downloaded are numbered according to their sequence.
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IntromlPython tutorials for introduction to machine learning
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Awesome Dl ProjectsThis is a collection of the code that accompanies the reports in The Gallery by Weights & Biases.
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Sklearn pycon2013Files for my scikit-learn tutorial at PyCon 2013
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Pandas TutorialMaterial for the pandas tutorial at EuroScipy 2016
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Mlss2018 Madrid GanMLSS 2018 Madrid lecture materials on Generative Adversarial Networks (GANs)
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TimesynthA Multipurpose Library for Synthetic Time Series Generation in Python
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ScribeRealistic Handwriting with Tensorflow
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Progressive infoganProgressive training of GANs with Mutual Information Penalty
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Alpha Mindquantitative security portfolio analysis. The analysis pipeline including data storage abstraction, alpha calculation, ML based alpha combining and portfolio calculation.
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NbinteractCreate interactive webpages from Jupyter Notebooks
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MlboxMachine Learning Algorithms implementations
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StylenetA cute multi-layer LSTM that can perform like a human 🎶
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Cvx short courseMaterials for a short course on convex optimization.
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Data science for allCode and resources for my blog and articles to share Data Science and AI knowledge and learnings with everyone
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VietocrTransformer OCR
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FaceshifterTry to reproduce FaceShifter
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SegnetA Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
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Deeprl AgentsA set of Deep Reinforcement Learning Agents implemented in Tensorflow.
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InfersentInferSent sentence embeddings
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Subpixelsubpixel: A subpixel convnet for super resolution with Tensorflow
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Mimic extractMIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III
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Learning ContentResources for the study group in IIT Guwahati focused on learning Artificial Intelligence.
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PapergraphAI/ML citation graph with postgres + graphql
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CompstatsCode for a workshop on statistical interference using computational methods in Python.
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FacenetFaceNet for face recognition using pytorch
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DeepaugmentDiscover augmentation strategies tailored for your dataset
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