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ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

mnist

Handwritten Digit Recognition with Pure Numpy Coded Neural Network and Residual Block on MNIST Dataset

moa

MOA is an open source framework for Big Data stream mining. It includes a collection of machine learning algorithms (classification, regression, clustering, outlier detection, concept drift detection and recommender systems) and tools for evaluation.

neural-network-on-mnist-with-numpy-from-scratch

Implement and train a neural network from scratch in Python for the MNIST dataset (no PyTorch).

nju-advanced-ml

南京大学高级机器学习作业

nju-dissys-2017

Distributed System, Fall 2017, CS@NJU

nju-dissys-2020

NJU-DisSys-2020

nju-toc-solutions

Solutions to "Introduction to Models of Computation" of Nanjing University

nju_cs_kaoyan_19

南京大学计算机&人工智能19考研

njucs

南京大学计算机科学与技术845考研公共课和专业课资料：数学一、英语一、政治、数据结构、计算机网络、计算机系统基础、操作系统教程、算法设计与分析-包括真题、期末考试、PPT、模拟题、专业课参考书及课后答案、报录比、经验等等

njucs-course-material

南京大学计算机系 课程资料 作业 代码 实验报告 NJU-CS 课程分享计划 :rice:​

nnfs_book

Sample code from the Neural Networks from Scratch book.

ocd-journal

ocr

Neural network OCR.

ocr_mnist

MLP, SVMs, kNN, python Implementation for Optical Character Recognition (using the MNIST dataset)

orca

[ICLR 2022] Open-World Semi-Supervised Learning

powerful-numpy

巨硬的NumPy

project-based-learning

Curated list of project-based tutorials

projects

:page_with_curl: A list of practical projects that anyone can solve in any programming language.

pycil

PyCIL: A Python Toolbox for Class-Incremental Learning

pythonspidernotes

Python入门网络爬虫之精华版

pytorchintroduction

《深入浅出 PyTorch——从模型到源码》源代码和勘误（见Issues）

self-supervised-learning-overview

📜 Self-Supervised Learning from Images: Up-to-date reading list.

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

statistical-learning-method_code

手写实现李航《统计学习方法》书中全部算法

streakhc

A novel incremental hierarchical clustering algorithm (KDD 22)

stse

task1-openhownet

基于OpenHowNet实现上下位关系自动抽取

task2-cilin

基于同义词词林实现上下位关系自动抽取

task3-wordnet

基于Chinese Open Wordnet实现上下位关系自动抽取