fastknnFast k-Nearest Neighbors Classifier for Large Datasets
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kaggle-toolsSome tools that I often find myself using in Kaggle challenges.
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AntsrnetMedical image analysis framework merging ANTsR and deep learning
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autogbt-altAn experimental Python package that reimplements AutoGBT using LightGBM and Optuna.
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Pytorch Cnn FinetuneFine-tune pretrained Convolutional Neural Networks with PyTorch
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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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Tensorflow 101TensorFlow 101: Introduction to Deep Learning for Python Within TensorFlow
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QuoraKaggle: Quora Insincere Questions Classification - detect toxic content to improve online conversations
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Dynamic GcnnDynamic Graph Convolutional Neural Network for 3D point cloud semantic segmentation
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Deeplearning.aideeplearning.ai , By Andrew Ng, All video link
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Tf eeglearnA tensorflow implementation for EEGLearn
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KagglerCode for Kaggle Data Science Competitions
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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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DllFast Deep Learning Library (DLL) for C++ (ANNs, CNNs, RBMs, DBNs...)
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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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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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PyData-Pseudolabelling-KeynoteAccompanying notebook and sources to "A Guide to Pseudolabelling: How to get a Kaggle medal with only one model" (Dec. 2020 PyData Boston-Cambridge Keynote)
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Hardhat DetectorA convolutional neural network implementation of a script that detects whether an individual is wearing a hardhat or not.
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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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Data Science CompetitionsGoal of this repo is to provide the solutions of all Data Science Competitions(Kaggle, Data Hack, Machine Hack, Driven Data etc...).
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ferFacial Expression Recognition
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MinkowskiengineMinkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
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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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TutorialsCatBoost tutorials repository
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Data-Science-ArticlesA collection of my blogs on Data Science and Machine learning.
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Elektronn3A PyTorch-based library for working with 3D and 2D convolutional neural networks, with focus on semantic segmentation of volumetric biomedical image data
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argus-tgs-saltKaggle | 14th place solution for TGS Salt Identification Challenge
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TextclassifierText classifier for Hierarchical Attention Networks for Document Classification
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kaggle-berlinMaterial of the Kaggle Berlin meetup group!
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DidnPytorch Implementation of "Deep Iterative Down-Up CNN for Image Denoising".
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Cs231Complete Assignments for CS231n: Convolutional Neural Networks for Visual Recognition
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