Machine Learning From ScratchSuccinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.
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Machine Learning With PythonPractice and tutorial-style notebooks covering wide variety of machine learning techniques
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Food Recipe Cnnfood image to recipe with deep convolutional neural networks.
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Computer VisionComputer vision exercise with Python and OpenCV.
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Ds and ml projectsData Science & Machine Learning projects and tutorials in python from beginner to advanced level.
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RecommendersBest Practices on Recommendation Systems
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NlpaugData augmentation for NLP
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Deep Learning BookRepository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
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Computervision RecipesBest Practices, code samples, and documentation for Computer Vision.
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DeeppicarDeep Learning Autonomous Car based on Raspberry Pi, SunFounder PiCar-V Kit, TensorFlow, and Google's EdgeTPU Co-Processor
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Php MlPHP-ML - Machine Learning library for PHP
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PycmMulti-class confusion matrix library in Python
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SimpsonrecognitionDetect and recognize The Simpsons characters using Keras and Faster R-CNN
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Robovision AI and machine leaning-based computer vision for a robot
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ImodelsInterpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
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GophernotesThe Go kernel for Jupyter notebooks and nteract.
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PycaretAn open-source, low-code machine learning library in Python
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Handwriting OcrOCR software for recognition of handwritten text
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Mit Deep LearningTutorials, assignments, and competitions for MIT Deep Learning related courses.
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FixyAmacımız Türkçe NLP literatüründeki birçok farklı sorunu bir arada çözebilen, eşsiz yaklaşımlar öne süren ve literatürdeki çalışmaların eksiklerini gideren open source bir yazım destekleyicisi/denetleyicisi oluşturmak. Kullanıcıların yazdıkları metinlerdeki yazım yanlışlarını derin öğrenme yaklaşımıyla çözüp aynı zamanda metinlerde anlamsal analizi de gerçekleştirerek bu bağlamda ortaya çıkan yanlışları da fark edip düzeltebilmek.
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Machine learning refinedNotes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).
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Data Science Resources👨🏽🏫You can learn about what data science is and why it's important in today's modern world. Are you interested in data science?🔋
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PbaEfficient Learning of Augmentation Policy Schedules
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CaerHigh-performance Vision library in Python. Scale your research, not boilerplate.
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SelfdrivingcarA collection of all projects pertaining to different layers in the SDC software stack
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Kaggle CompetitionsThere are plenty of courses and tutorials that can help you learn machine learning from scratch but here in GitHub, I want to solve some Kaggle competitions as a comprehensive workflow with python packages. After reading, you can use this workflow to solve other real problems and use it as a template.
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Openml RR package to interface with OpenML
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MlA high-level machine learning and deep learning library for the PHP language.
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DtaleVisualizer for pandas data structures
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Mlj.jlA Julia machine learning framework
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Pandas ProfilingCreate HTML profiling reports from pandas DataFrame objects
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Face Mask DetectionFace masks are crucial in minimizing the propagation of Covid-19, and are highly recommended or even obligatory in many situations. In this project, we develop a pipeline to detect unmasked faces in images. This can, for example, be used to alert people that do not wear a mask when entering a building.
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Keera PostureAlleviate your back pain using Haskell and a webcam
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Mckinsey Smartcities Traffic PredictionAdventure into using multi attention recurrent neural networks for time-series (city traffic) for the 2017-11-18 McKinsey IronMan (24h non-stop) prediction challenge
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Numerical Linear AlgebraFree online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
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BrihaspatiCollection of various implementations and Codes in Machine Learning, Deep Learning and Computer Vision ✨💥
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PixiedustPython Helper library for Jupyter Notebooks
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PresentationsTalks & Workshops by the CODAIT team
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Ppd599USC urban data science course series with Python and Jupyter
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Learning pythonSource material for Python Like You Mean it
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