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Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system on 275+ supported cars.
手写实现李航《统计学习方法》书中全部算法
Geometric Computer Vision Library for Spatial AI
A PyTorch implementation of the Transformer model in "Attention is All You Need".
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.
Text preprocessing, representation and visualization from zero to hero.
Pandas integration with sklearn
An open-access book on numpy vectorization techniques, Nicolas P. Rougier, 2017
A variety of algorithms to solve mazes from an input image
Code for the Kaggle Ensembling Guide Article on MLWave
Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"
A collection of Kaggle solutions. Not very polished.
Features selector based on the self selected-algorithm, loss function and validation method
Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019
2nd place solution for Avazu click-through rate prediction competition
Machine learning models for time series analysis
Educational deep learning library in plain Numpy.
This is code that was used for How To Make Money, Uisng Web Scraping
Focal Loss of multi-classification in tensorflow
Goldman Sachs Engineers Campus Hiring Program 2020 Test held on Hackerrank. Dated: 18 Aug 2019
A neural network for MNIST digit recognition using only additional help from numpy.