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vincentcalc's Projects

a3c icon a3c

Advantage async actor-critic Algorithms (A3C) and Progressive Neural Network implemented by tensorflow.

activeuserprediction icon activeuserprediction

predict app users that will be active in some period of time given log information of the users

cookbook-2nd icon cookbook-2nd

IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018

crime-prediction icon crime-prediction

CS281 Final Project to develop a new ML Model for predicting incidents of crime.

data icon data

Data and code behind the articles and graphics at FiveThirtyEight

face_classification icon face_classification

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

leetcode icon leetcode

正确的姿势,学习的态度来刷 LeetCode:高效的代码、简洁的注释、精炼的总结。

libremecadesign icon libremecadesign

Mechanical problem solver with materials properties database included

pretrained-models.pytorch icon pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

pydata-book icon pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

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