272 Open source projects that are alternatives of or similar to Kaggle Quora Question Pairs

本人多次机器学习与大数据竞赛Top5的经验总结，满满的干货，拿好不谢

fast.ai starter kit for Google Landmark Retrieval 2019 challenge

The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6

Top 1% rankings (22/3270) code sharing for Kaggle competition Sberbank Russian Housing Market: https://www.kaggle.com/c/sberbank-russian-housing-market

This repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"

NOAA Fisheries Steller Sea Lion Population Count

Goal of this repo is to provide the solutions of all Data Science Competitions(Kaggle, Data Hack, Machine Hack, Driven Data etc...).

The Java implementation of Dive into Deep Learning (D2L.ai)

🎨 Winning solution for the Painter by Numbers competition on Kaggle.

Kaggle 2018 @ Human Protein Atlas Image Classification

A curated list of resources dedicated to Feature Engineering Techniques for Machine Learning

🏁 API client for Kaggle

Some tools that I often find myself using in Kaggle challenges.

An open source python library for automated feature engineering

Spark 2.0 Scala Machine Learning examples

This repository is a case study, analysis and visualization of COVID-19 Pandemic spread along with prediction models.

An experimental Python package that reimplements AutoGBT using LightGBM and Optuna.

Một 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.

🏆DataCon大数据安全分析大赛，2019年方向二（恶意代码检测）冠军源码、2020年方向五（恶意代码分析）季军源码

Feature engineering package with sklearn like functionality

猫狗大战

Simple solution for Open Images 2019 - Instance Segmentation competition using maskrcnn-benchmark.

Run any Jupyter notebook instantly using Kaggle kernels

Predict people interest in renting specific NYC apartments. The challenge combines structured data, geolocalization, time data, free text and images.

A collection of demos showcasing automated feature engineering and machine learning in diverse use cases

Understanding transportation mode from GPS (Global Positioning System) traces is an essential topic in the data mobility domain. In this paper, a framework is proposed to predict transportation modes. This framework follows a sequence of five steps: (i) data preparation, where GPS points are grouped in trajectory samples; (ii) point features gen…

Prosto is a data processing toolkit radically changing how data is processed by heavily relying on functions and operations with functions - an alternative to map-reduce and join-groupby

深度学习在推荐系统中的应用及论文小结。

Code for reproducing 2nd place solution for Kaggle competition IEEE's Signal Processing Society - Camera Model Identification

Colab Compatible FastAI notebooks for NLP and Computer Vision Datasets

This repository contains instructions and code to deploy a customer 360 profile solution on Azure stack using the Cortana Intelligence Suite.

My solution to Kaggle Quora Question Pairs competition (Top 2%, Private LB log loss 0.13497).

Source code for the ACL workshop paper and Kaggle competition by Google AI team

Personalized Medicine: Redefining Cancer Treatment with deep learning

A miniature lisp-like language for querying JSON-like structures. Tuned for clientside ML feature extraction.

Kuzushiji 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.

深度学习入门教程, 优秀文章, Deep Learning Tutorial

A scalable general purpose micro-framework for defining dataflows. You can use it to create dataframes, numpy matrices, python objects, ML models, etc.

a solution for competition of kaggle `Human or Robot`

Extract raw R code directly from webpages, including Github, Kaggle, Stack Overflow, and sites made using Blogdown.

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.

Summary of the Kaggle Stock Prediction Competition & my Trial

A 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.

HungaBunga: Brute-Force all sklearn models with all parameters using .fit .predict!

📊 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.

4th Place Solution for The Hunt for Prohibited Content Competition on Kaggle (http://www.kaggle.com/c/avito-prohibited-content)

Accompanying notebook and sources to "A Guide to Pseudolabelling: How to get a Kaggle medal with only one model" (Dec. 2020 PyData Boston-Cambridge Keynote)

Home 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.

Data 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

16th place solution of the Kaggle Statoil/C-CORE Iceberg Classifier Challenge

A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

Open solution to the Airbus Ship Detection Challenge

Kaggle TGS Salt Identification Challenge 2018 4th place code

7th Place Solution for Jigsaw Unintended Bias in Toxicity Classification on Kaggle

Automatic machine learning for tabular data. ⚡🔥⚡

Facial Expression Recognition

Open solution to the Mapping Challenge 🌎

Use advanced feature engineering strategies and select best features from your data set with a single line of code.

Icicle Streaming Query Language