MagnetDeep Learning Projects that Build Themselves
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Gans In ActionCompanion repository to GANs in Action: Deep learning with Generative Adversarial Networks
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Ai Series📚 [.md & .ipynb] Series of Artificial Intelligence & Deep Learning, including Mathematics Fundamentals, Python Practices, NLP Application, etc. 💫 人工智能与深度学习实战,数理统计篇 | 机器学习篇 | 深度学习篇 | 自然语言处理篇 | 工具实践 Scikit & Tensoflow & PyTorch 篇 | 行业应用 & 课程笔记
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BrihaspatiCollection of various implementations and Codes in Machine Learning, Deep Learning and Computer Vision ✨💥
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Deep Learning For HackersMachine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
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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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Amazing Python Scripts🚀 Curated collection of Amazing Python scripts from Basics to Advance with automation task scripts.
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Rlai ExercisesExercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]
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Es Dev StackAn on-premises, bare-metal solution for deploying GPU-powered applications in containers
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Reinforcement LearningLearn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
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PbaEfficient Learning of Augmentation Policy Schedules
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DocproductMedical Q&A with Deep Language Models
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Awesome Ai BooksSome awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning
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Particle Filter PrototypeParticle Filter Implementations in Python and C++, with lecture notes and visualizations
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Ds With PysimpleguiData science and Machine Learning GUI programs/ desktop apps with PySimpleGUI package
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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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DeeppicarDeep Learning Autonomous Car based on Raspberry Pi, SunFounder PiCar-V Kit, TensorFlow, and Google's EdgeTPU Co-Processor
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GophernotesThe Go kernel for Jupyter notebooks and nteract.
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GdrlGrokking Deep Reinforcement Learning
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Applied Reinforcement LearningReinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks
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Practical Deep Learning BookOfficial code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge
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Data ScienceCollection of useful data science topics along with code and articles
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Nlp NotebooksA collection of notebooks for Natural Language Processing from NLP Town
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Lagomlagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
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TensorslowRe-implementation of TensorFlow in pure python, with an emphasis on code understandability
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Tensorflow 2.x TutorialsTensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码,实战教程。
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Text ClassificationText Classification through CNN, RNN & HAN using Keras
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All Classifiers 2019A collection of computer vision projects for Acute Lymphoblastic Leukemia classification/early detection.
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Pandas ProfilingCreate HTML profiling reports from pandas DataFrame objects
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Awesome Ai Ml DlAwesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
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Gaze EstimationA deep learning based gaze estimation framework implemented with PyTorch
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Computervision RecipesBest Practices, code samples, and documentation for Computer Vision.
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Basic reinforcement learningAn introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
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PhormaticsUsing A.I. and computer vision to build a virtual personal fitness trainer. (Most Startup-Viable Hack - HackNYU2018)
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Person removerPeople removal in images using Pix2Pix and YOLO.
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Mit Deep LearningTutorials, assignments, and competitions for MIT Deep Learning related courses.
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Aind NlpCoding exercises for the Natural Language Processing concentration, part of Udacity's AIND program.
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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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NotebooksSome notebooks
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RecommendersBest Practices on Recommendation Systems
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