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D2l VnMột cuốn sách tương tác về học sâu có mã nguồn, toán và thảo luận. Đề cập đến nhiều framework phổ biến (TensorFlow, Pytorch & MXNet) và được sử dụng tại 175 trường Đại học.
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Pytorch UnetPyTorch implementation of the U-Net for image semantic segmentation with high quality images
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fastknnFast k-Nearest Neighbors Classifier for Large Datasets
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Face Mask DetectionFace Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
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kaggle-toolsSome tools that I often find myself using in Kaggle challenges.
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autogbt-altAn experimental Python package that reimplements AutoGBT using LightGBM and Optuna.
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RgfHome repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one written in C++, along with various language-specific wrappers.
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Algorithmml & dl & kaggle
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KagglerCode for Kaggle Data Science Competitions
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Painters🎨 Winning solution for the Painter by Numbers competition on Kaggle.
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kuzushiji-recognitionKuzushiji Recognition Kaggle 2019. Build a DL model to transcribe ancient Kuzushiji into contemporary Japanese characters. Opening the door to a thousand years of Japanese culture.
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kaggler🏁 API client for Kaggle
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data-science-learning📊 All of courses, assignments, exercises, mini-projects and books that I've done so far in the process of learning by myself Machine Learning and Data Science.
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COVID-19-CaseStudy-and-PredictionsThis repository is a case study, analysis and visualization of COVID-19 Pandemic spread along with prediction models.
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Pytorch ToolbeltPyTorch extensions for fast R&D prototyping and Kaggle farming
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Data-Science-ProjectsData Science projects on various problem statements and datasets using Data Analysis, Machine Learning Algorithms, Deep Learning Algorithms, Natural Language Processing, Business Intelligence concepts by Python
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kernel-runRun any Jupyter notebook instantly using Kaggle kernels
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Multi Class Text Classification Cnn RnnClassify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
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HumanOrRobota solution for competition of kaggle `Human or Robot`
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Data-Science-ArticlesA collection of my blogs on Data Science and Machine learning.
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TutorialsCatBoost tutorials repository
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argus-tgs-saltKaggle | 14th place solution for TGS Salt Identification Challenge
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Kaggle CompetitionSummary of the Kaggle Stock Prediction Competition & my Trial
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Fraud DetectionCredit Card Fraud Detection using ML: IEEE style paper + Jupyter Notebook
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Kaggle ImaterialistThe First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6
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