MagnetDeep Learning Projects that Build Themselves
Stars: ✭ 351 (+62.5%)
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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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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Basic reinforcement learningAn introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
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Concise Ipython Notebooks For Deep LearningIpython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.
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Mit Deep LearningTutorials, assignments, and competitions for MIT Deep Learning related courses.
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RecommendersBest Practices on Recommendation Systems
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TiaYour Advanced Twitter stalking tool
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Har Keras CnnHuman Activity Recognition (HAR) with 1D Convolutional Neural Network in Python and Keras
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Image classifierCNN image classifier implemented in Keras Notebook 🖼️.
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All4nlpAll For NLP, especially Chinese.
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Auto ml[UNMAINTAINED] Automated machine learning for analytics & production
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Image Caption Generator[DEPRECATED] A Neural Network based generative model for captioning images using Tensorflow
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100daysofmlcodeMy journey to learn and grow in the domain of Machine Learning and Artificial Intelligence by performing the #100DaysofMLCode Challenge.
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ForecastingTime Series Forecasting Best Practices & Examples
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Best ai paper 2020A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code
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AirsimOpen source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
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Motion SenseMotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope)
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Rlai ExercisesExercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]
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Ngsim envLearning human driver models from NGSIM data with imitation learning.
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NeuronblocksNLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
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Person removerPeople removal in images using Pix2Pix and YOLO.
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Text ClassificationAn example on how to train supervised classifiers for multi-label text classification using sklearn pipelines
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Seq2seq tutorialCode For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"
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Nlp estimator tutorialEducational material on using the TensorFlow Estimator framework for text classification
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NlpaugData augmentation for NLP
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Keras age genderEasy Real time gender age prediction from webcam video with Keras
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Cutout Random ErasingCutout / Random Erasing implementation, especially for ImageDataGenerator in Keras
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Anomaly detection tutoAnomaly detection tutorial on univariate time series with an auto-encoder
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Ds With PysimpleguiData science and Machine Learning GUI programs/ desktop apps with PySimpleGUI package
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MarianaThe Cutest Deep Learning Framework which is also a wonderful Declarative Language
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ColabContinual Learning tutorials and demo running on Google Colaboratory.
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Log Anomaly DetectorLog Anomaly Detection - Machine learning to detect abnormal events logs
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Deeplearning4jSuite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learni…
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Machine Learning With PythonPractice and tutorial-style notebooks covering wide variety of machine learning techniques
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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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Learning ContentResources for the study group in IIT Guwahati focused on learning Artificial Intelligence.
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ImodelsInterpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
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Atari Model ZooA binary release of trained deep reinforcement learning models trained in the Atari machine learning benchmark, and a software release that enables easy visualization and analysis of models, and comparison across training algorithms.
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Traffic Sign DetectionTraffic Sign Detection. Code for the paper entitled "Evaluation of deep neural networks for traffic sign detection systems".
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Pyss3A Python package implementing a new machine learning model for text classification with visualization tools for Explainable AI
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ReleaseDeep Reinforcement Learning for de-novo Drug Design
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