Discover corenel/Notes-for-ML Open Source project

This repository contains my own files on the installation and configuration of macOS Catalina (10.15) on the Dell XPS 15 (9550)

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XPS9550-macOS

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traffic-prediction

Traffic Prediction using LSTM method.

A PyTorch implementation for Adversarial Representation Learning for Domain Adaptation

pytorch-arda

PyTorch implementation of "Glow: Generative Flow with Invertible 1x1 Convolutions"

pytorch-glow

A PyTorch implementation for Asymmetric Tri-training for Unsupervised Domain Adaptation

pytorch-atda

My custom configurations for Hackintosh on NUC8i7BEH.

NUC8i7BEH-macOS

zju-beamer-theme

Beamer theme for oral defense in Zhejiang University.

ZJU LaTeX Proposal Template for Undergraduate.

ZJUProposal

Extract features from video file as the format in Youtube-8M

yt8m-feature-extractor

Code implementation of “AutoCalib: Automatic Traffic Camera Calibration at Scale”

auto-traffic-camera-calib

ros-randla-net

ROS node for RandLA-Net.

Zoo for GAN and its derivations, implemented by PyTorch.

GAN-Zoo

LaTeX template for ZJU graduate student.

zju-thesis

A tutorial for members of QSC Video team.

QSC-Video-Tutorial

GCC Machine Description

yolov3-tensorrt

A fork of the `yolov3_onnx` sample in TensorRT.

My configurations and files for macOS 10.13.6 with Z270-HD3 and i7-6700K

Z270-HD3-macOS

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ip-camera-ehome-server

EHome server for Hikvision IP camera.

A set of sharp utilities for PyTorch.

torchsharp

Convert `.yuv` image file to `.jpg` image file.

YUV2JPG

MATLAB

rknn-model-tools

High-level library to help with using RKNN models.

Exmaples for running various jobs with Slurm.

slurm-examples

Utilities for Sony Walkman players.

walkman-utils

A simple example for calling C++ functions in Python by `ctypes`.

ctypes-example

A tiny script to download lyrics for Walkman.

walkman-lyrics

Calibrate and correct white balance of images.

white-balancer

Zoo of models and datasets for PyTorch.

torchzoo

Setup environment for my computers.

env-setup

Shell

pytorch-starter-kit

A demo project and quick starter kit for PyTorch.

Spider for downloading images from autohome.

corenel.github.io.bak

Hexo blog

HTML

autohome-image-spider

Configurations and scripts for self-built gitea server.

gitea-server

A playground for testing image stitching algorithms.

image-stitching

My dotfiles for both macOS and Ubuntu.

dotfiles

Shell

course-notes

Notes for my courses.

An example for building a modern python project.

modern-python-project

Simple project for streaming video frames by UDP.

udp-video-streaming

jetnet-wrapper

Wrapper for jetnet.

A tiny bridge between Matlab and Socket.io server.

matlab-socketio

MATLAB

lintcode

LintCode Problems' Solutions

LaTeX template for general purpose documents.

gdoc-latex-template

LeetCode Problems' Solutions

leetcode

Read, process and display stream by GStreamer and OpenCV.

gst-snoop-pipe

Add original capture time EXIF for screenshots from nintendo switch.

ns-album-exif

Take screenshot silently.

silent-screenshot

Collection of useful functions and utilities from my production practice.

flambeau

A Multi-agent A* algorithm with collision avoidance.

pytorch-docker

Docker image for PyTorch

Dockerfile

MultiAgentAStar

Solution for problems and exercises in nowcoder.

nowcoder