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100-days-of-code

Fork this template for the 100 days journal - to keep yourself accountable (multiple languages available)

apg

A lightweight accelerated proximal-gradient package for matlab

awesome-cs-books

经典编程书籍大全，涵盖：计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

bayesian-modelling-in-python

A python tutorial on bayesian modeling techniques (PyMC3)

caffe

Caffe: a fast open framework for deep learning.

cobratoolbox

The COnstraint-Based Reconstruction and Analysis Toolbox. Documentation:

coding-interview-university

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

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

courses-intro-to-sql

Intro to SQL for Data Science by Nick Carchedi

deep-learning-coursera

Deep Learning Specialization by Andrew Ng, deeplearning.ai.

deep-learning-specialization-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

demo1

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

few-shot

Repository for few-shot learning machine learning projects

ga-mrf

research project with kennesaw state university's computer vision and security research lab. work involves using the genetic algorithm to improve image segmentation. work is based on Zoltan Kato's proposed mrf model

halfrost-field

✍️ 这里是写博客的地方 —— Halfrost-Field 冰霜之地

hongzhen-tian-s-leetcode-log

ForMyselfPracticing

image_classification_with_5_methods

Compared performance of KNN, SVM, BPNN, CNN, Transfer Learning (retrain on Inception v3) on image classification problem. CNN is implemented with TensorFlow

imtsl

IMTSL - Incremental and Multi-feature Tensor Subspace Learning

intro_ds

Code to accompany Mastering Data Science from PT press

isye_7406_data_mining

This is exercising Python code for the Data Mining course.

java_practice_as_beginners

JavaPracticeAsBeginners

jenny-s-deep-learning

jenny-s-machine-learning-exercise-in-python

k-nearest-neighbors-with-dynamic-time-warping

Python implementation of KNN and DTW classification algorithm

keras

Deep Learning for humans

leetcode

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