Gen Li's repositories
Applied-Deep-Learning
Applied Deep Learning Course
azure-search-openai-demo
A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
block-recurrent-transformer-pytorch
Implementation of Block Recurrent Transformer - Pytorch
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
Delta-Live-Tables-Hands-on-Workshop
Delta Live Tables Workshop Resources
DLTFpT
Deep Learning with TensorFlow, Keras, and PyTorch
docker-airflow
Docker Airflow - Contains a docker compose file for Airflow 2.0
dslabs
Distributed Systems Labs and Framework
faas
OpenFaaS - Serverless Functions Made Simple
feast-aws-credit-scoring-tutorial
Feast AWS guide using Redshift / Spectrum / DynamoDB to build a credit scoring model
llama.cpp
Port of Facebook's LLaMA model in C/C++
LLMsPracticalGuide
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
manim
Animation engine for explanatory math videos
mc2
A Platform for Secure Analytics and Machine Learning
micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
ML-foundations
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
NLP-with-LLMs
Natural Language Processing with Large Language Models
paper-reading
深度学习经典、新论文逐段精读
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
redis-product-search
Visual and semantic vector similarity with Redis Stack, FastAPI, PyTorch and Huggingface.
regular-investing-in-box
定投改变命运 —— 让时间陪你慢慢变富 https://onregularinvesting.com
socketIPv6
Computer Networks(SKKU/SWE3022) semester project - IPv6 socket programming (IPv4 client and IPv6 server, process management as well)