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Kaggle Airbus Ship Detection Challenge 2018 8th place code
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
AkShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库
Accessible AutoML for deep learning.
Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.
A Python implementation of global optimization with gaussian processes.
The Computer Aided Engineering Middleware Library (CAEML) is a Python library for building and running simulation workflows. CAEML is developed by Renumics and is currently in early beta state.
Uplift modeling and causal inference with machine learning algorithms
A Python library that helps data scientists to infer causation rather than observing correlation.
yolo3+ocr
The 3rd edition of course.fast.ai
Cheat Sheets
Learning deep learning
Deep convolutional gaussian processes.
Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations
This is the tensorflow implementation for the paper "Delta-encoder: an effective sample synthesis method for few-shot object recognition" https://arxiv.org/abs/1806.04734
Feature selection with Python
Single header c++ implementation of Differential Evolution algorithm for general purpose optimization.
A multi-processing, highly configurable, C++ Differential Evolution optimization algorithm implementation
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.
Repository for few-shot learning machine learning projects
Topic Modelling for Humans
Git for Windows. 国内直接从官网下载比较困难,需要翻墙。这里提供一个国内的下载站,方便网友下载
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.