Lingling Fan's repositories
Medusa
Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads
animation_engine
Animation engine for explanatory math videos
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.
verilog-eval
Verilog evaluation benchmark for large language model
anything-llm
A multi-user ChatGPT for any LLMs and vector database. Unlimited documents, messages, and storage in one privacy-focused app. Now available as a desktop application!
gdsfactory-generic-pdk
Generic Process Design Kit for Gdsfactory
open_spiel
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
PyTheus
PyTheus, a highly-efficient inverse-design algorithm for quantum optical experiments
MAGICAL_EDA
Machine Generated Analog IC Layout
llama_index
LlamaIndex (formerly GPT Index) is a data framework for your LLM applications
palace
3D finite element solver for computational electromagnetics
qick-dawg
Quantum Sensing Control Kit
qick
QICK: Quantum Instrumentation Control Kit
Single-Photon-Detection
Single MW photon detection
verilog-axi
Verilog AXI components for FPGA implementation
magical_benchmark
The MAGICAL benchmark suite for robust imitation learning (NeurIPS 2020)
FutureOfAIviaAI
Predicting the Future of AI with AI: High-quality link prediction in an exponentially growing knowledge network
CommandCenterMATLAB
Modular LIS platform for generic spectroscopic experimentation
EnergyPlus
EnergyPlus™ is a whole building energy simulation program that engineers, architects, and researchers use to model both energy consumption and water use in buildings.
simphox
Another inverse design library (wip)
MathematicalEngineeringDeepLearning
Material for The Mathematical Engineering of Deep Learning. See https://deeplearningmath.org
jaxrl
JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.
coursework_1
Coursework for Standford CS221: Artificial Intelligence - Principles and Techniques
GNNs-Recipe
A recipe to study Graph Neural Networks (GNNs)
Adjoint-Workshop
Gentle introduction and demo of the adjoint variable method for electromagnetic inverse design