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Shichao's Notes

HTML 1,192 292 Updated Feb 5, 2024

Deep Learning for NLP resources

2,186 455 Updated Mar 29, 2019

Deep Learning for humans

Python 64,096 19,737 Updated Jun 18, 2026

Minimal and clean examples of machine learning algorithms implementations

Python 10,983 1,754 Updated May 7, 2026

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 lear…

Python 31,926 5,345 Updated Oct 15, 2023

Implementation of various string similarity and distance algorithms: Levenshtein, Jaro-winkler, n-Gram, Q-Gram, Jaccard index, Longest Common Subsequence edit distance, cosine similarity ...

Java 2,744 416 Updated Jun 1, 2022

A high performance caching library for Java

Java 17,708 1,695 Updated Jun 18, 2026

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

Python 16,720 4,487 Updated Jun 15, 2026

Python notebooks for exercises covered in Stanford statlearning class (where exercises were in R).

376 229 Updated Sep 17, 2015

💫 Industrial-strength Natural Language Processing (NLP) in Python

Python 33,668 4,688 Updated May 19, 2026

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

Jupyter Notebook 4,397 2,389 Updated Oct 27, 2022

A collection of IPython notebooks covering various topics.

Jupyter Notebook 2,593 1,483 Updated Oct 19, 2020

Sample code for deep learning & neural networks

Python 204 62 Updated May 1, 2025

Concurrent Radix and Suffix Trees for Java

Java 517 82 Updated Jul 27, 2021

Efficient reliable UDP unicast, UDP multicast, and IPC message transport

Java 8,691 1,051 Updated Jun 19, 2026

Algorithms and Data Structures implemented in Java

Java 4,530 1,845 Updated Dec 5, 2022

MITIE: library and tools for information extraction

C++ 2,960 533 Updated Sep 28, 2025

A fast, light-weight proxy for memcached and redis

C 12,339 2,039 Updated Mar 29, 2024

Vert.x is a tool-kit for building reactive applications on the JVM

Java 14,666 2,104 Updated Jun 18, 2026

High performance non-blocking webserver

Java 3,747 1,054 Updated Jun 17, 2026

Readability clone in Java

HTML 462 119 Updated Oct 13, 2020

A number of algorithms for calculating string similarity in Java

15 5 Updated Jan 23, 2011

A simple non-blocking TCP server. This is a single threaded TCP server that does not block on I/O.

C++ 6 2 Updated Jun 7, 2013

A Naive Bayes text classifier

C++ 8 1 Updated Aug 30, 2013

Sorting a large number of data that cannot be stored in memory at one time

1 Updated Jul 23, 2011

A library that adds some NLP capabilities to the Lucene search engine

Java 50 22 Updated Jul 16, 2013