Siqi-Z's repositories

DriverPostureClassification

PyTorch-based Driver Posture Classification

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Python-100-Days

Python - 100天从新手到大师

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AnomalyDetection

Anomaly Detection with R

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awesome-courses

:books: List of awesome university courses for learning Computer Science!

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awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

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awesome-network-embedding

A curated list of network embedding techniques.

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BCoAPG-plus

MATLAB Code for the paper "Accelerated Block Coordinate Proximal Gradients with Applications in High Dimensional Statistics"

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blog

Some notes on things I find interesting and important.

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coding-interview-university

A complete computer science study plan to become a software engineer.

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Curve

A tool for labeling anomalies on time-series data

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deephar

Deep human action recognition and pose estimation

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egads

Extendible Generic Anomaly Detection System

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handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

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Keras-image-classifer-framework

a general image classifer framework written by Keras

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l2h-live

[VSCode-Extension] ▶️ Live-preview for LaTeX document

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LeetCode

:pencil2: LeetCode solutions in C++ 11 and Python3

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lrslibrary

Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos

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lstm_anomaly_thesis

Anomaly detection for temporal data using LSTMs

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LSTM_tsc

An LSTM for time-series classification

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models

Models and examples built with TensorFlow

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nupic

Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

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PGSG

Implementation of the Proximally Guided Stochastic Subgradient Method

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relate

RELATE is an Environment for Learning And TEaching

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siqi-z.github.io

Personal Website

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SPRINT_gan

Privacy-preserving generative deep neural networks support clinical data sharing

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Teaching

Stuff for educational purposes, mainly machine learning, Python and statistics

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Tensorflow-Tutorial

Some interesting TensorFlow tutorials for beginners.

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