data-visualization-deck-glA experiment to visualize Tree in NewYork and Flight record data. Using Deck.gl and Kaggle
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ml-workflow-automationPython Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deployment as a RESTful service on Kubernetes.
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kaggle-quora-question-pairsMy solution to Kaggle Quora Question Pairs competition (Top 2%, Private LB log loss 0.13497).
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kaggleKaggle solutions
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Data-Scientist-In-PythonThis repository contains notes and projects of Data scientist track from dataquest course work.
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kaggle-codeA repository for some of the code I used in kaggle data science & machine learning tasks.
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Awesome Noah AI圈Noah plan-AI数据竞赛Top可复现解决方案(Awesome Top Solution List of Excellent AI Competitions)
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intel-cervical-cancerTeam GuYuShiJie~'s 15th (top 2%) solution of cervix type classification in Kaggle 2017 competition, using PyTorch.
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game2vecTensorFlow implementation of word2vec applied on https://www.kaggle.com/tamber/steam-video-games dataset, using both CBOW and Skip-gram.
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lux-ai-2021My published benchmark for a Kaggle Simulations Competition
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Kaggle-Competition-SberbankTop 1% rankings (22/3270) code sharing for Kaggle competition Sberbank Russian Housing Market: https://www.kaggle.com/c/sberbank-russian-housing-market
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d2l-javaThe Java implementation of Dive into Deep Learning (D2L.ai)
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PracticalMachineLearningA collection of ML related stuff including notebooks, codes and a curated list of various useful resources such as books and softwares. Almost everything mentioned here is free (as speech not free food) or open-source.
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Painters🎨 Winning solution for the Painter by Numbers competition on Kaggle.
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fastknnFast k-Nearest Neighbors Classifier for Large Datasets
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HumanOrRobota solution for competition of kaggle `Human or Robot`
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kaggle-toolsSome tools that I often find myself using in Kaggle challenges.
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Kaggle CompetitionSummary of the Kaggle Stock Prediction Competition & my Trial
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autogbt-altAn experimental Python package that reimplements AutoGBT using LightGBM and Optuna.
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kaggler🏁 API client for Kaggle
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Algorithmml & dl & kaggle
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Apartment-Interest-PredictionPredict people interest in renting specific NYC apartments. The challenge combines structured data, geolocalization, time data, free text and images.
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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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QuoraKaggle: Quora Insincere Questions Classification - detect toxic content to improve online conversations
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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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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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rawrExtract raw R code directly from webpages, including Github, Kaggle, Stack Overflow, and sites made using Blogdown.
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kernel-runRun any Jupyter notebook instantly using Kaggle kernels
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Amazon Forest Computer VisionAmazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks
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Argus FreesoundKaggle | 1st place solution for Freesound Audio Tagging 2019
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kaggle-plasticcSolution to Kaggle's PLAsTiCC Astronomical Classification Competition
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