sslit

Interpretable-Machine-Learning-with-Python-2E

Interpretable ML with Python, 2E - published by Packt

Main

Main folder. Material related to my books on synthetic data and generative AI. Also contains documents blending components from several folders, or covering topics spanning across multiple folders..

approachingalmost

Approaching (Almost) Any Machine Learning Problem

paper-reading

深度学习经典、新论文逐段精读

udlbook

Understanding Deep Learning - Simon J.D. Prince

LLaMA-Factory

A WebUI for Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

ChatKBQA

[ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models".

graphcast

CopyEquation

Copy equations from ChatGPT and Wikipedia into Word (MathML) and as LaTeX.

computational-thinking

Course 18.S191 at MIT, Fall 2022 - Introduction to computational thinking with Julia

competition-winners

The code for the prize winners in DrivenData competitions.

nasa-airport-pushback

Winners of the Pushback to the Future: Predict Pushback Time at US Airports Challenge

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

Generative_Deep_Learning_2nd_Edition

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

python-scrapy-playbook

python-memory-management-course

Demo code exploring Python's memory models and collection algorithms from the Talk Python Training course.

python-for-absolute-beginners-course

Code samples and other handouts for our course.

KAIR

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

ptf

The Penetration Testers Framework (PTF) is a way for modular support for up-to-date tools.

sql-injection-payload-list

🎯 SQL Injection Payload List

SecLists

SecLists is the security tester's companion. It's a collection of multiple types of lists used during security assessments, collected in one place. List types include usernames, passwords, URLs, sensitive data patterns, fuzzing payloads, web shells, and many more.

i

Interactive-Visualization-and-Plotting-with-Julia

Interactive Visualization and Plotting with Julia, Published by Packt

foundational-python-for-data-science

MathJax

Beautiful and accessible math in all browsers

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

recommenders

TensorFlow Recommenders is a library for building recommender system models using TensorFlow.

instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

Real-ESRGAN

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.