rshu Goto Github PK

1st-edition

Source Code Collection and Supplemental Material for the O'Reilly Snowflake Definitive Guide 1st Edition book

bayesian-machine-learning

Notebooks related to Bayesian methods for machine learning

data-science-from-scratch

code for Data Science From Scratch book

dcgan-lsgan-wgan-gp-dragan-pytorch

DCGAN LSGAN WGAN-GP DRAGAN PyTorch

dive-into-dl-pytorch

本项目将《动手学深度学习》（Dive into Deep Learning）原书中的MXNet代码实现改为PyTorch实现。

e-dom

Code repo for epsilon dominance

examples

fcc-intro-to-llms

feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

feature-engineering-made-easy

Feature Engineering Made Easy, published by Packt

gan-tutorial

python notebooks accompanying the book Make Your Own GAN

ganbalanced

ganbasedoversampling

globalize-text-streamlit

langchain-tutorials

Overview and tutorial of the LangChain Library

leetcode-posts

@yukiyama 创作的算法文章，目前共二十余万字，持续新增中。发表数月内，在力扣**收获20w+阅读量，1w+收藏量，近5k点赞量。

lihang-code

《统计学习方法》的代码实现

machine-learning-collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

machine-learning-interactive-visualization

Interactive visualization of machine learning model evaluation metrics

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

prompt-engineering-for-developers

吴恩达大模型系列课程中文版，包括《Prompt Engineering》、《Building System》和《LangChain》

prompt-engineering-guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

pytorch-adversarial-training

PyTorch-1.0 implementation for the adversarial training on MNIST/CIFAR-10 and visualization on robustness classifier.

raspberrypi

Start to play with Raspberry PI

spider

scripts and baselines for Spider: Yale complex and cross-domain semantic parsing and text-to-SQL challenge

statistics-for-data-scientists

Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts"

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

test-suite-sql-eval

Semantic Evaluation for Text-to-SQL with Distilled Test Suites

time-series-forecasting-with-python

A use-case focused tutorial for time series forecasting with python

time_series_prediction_test