yychenca's repositories

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CADASA

Calgary Data Science Academy

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AlgorithmsByPython

算法/数据结构/Python/剑指offer/机器学习/leetcode

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amazon-redshift-utils

Amazon Redshift Utils contains utilities, scripts and view which are useful in a Redshift environment

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coding-interview-guide

A systematic coding interview guide

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Data-science-tools-petroleum-exploration-and-production

Python and R notebooks accompanying a talk at the 2018 CSEG / CSPG Geoconvention in Calgary - and a lot MORE!

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flappy-bird-ai

Train an AI agent to play the popular game of flappy bird

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Kaggle-Ensemble-Guide

Code for the Kaggle Ensembling Guide Article on MLWave

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Kaggle_CrowdFlower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

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kaggle_pbr

My best submission to the Kaggle competition "Predicting a Biological Response", ranked 17th over 711 teams.

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LeetCode

LeetCode In Action - Python (384+)

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Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

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openai-cookbook

Examples and guides for using the OpenAI API

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paper-reading

深度学习经典、新论文逐段精读

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phraug

A set of simple Python scripts for pre-processing large files

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StackNet

StackNet is a computational, scalable and analytical Meta modelling framework

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vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

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xgboost

Large-scale and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, on single node, hadoop yarn and more.

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YOLO3-4-Py

A Python wrapper on Darknet. Compatible with YOLO V3.

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