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agents

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

citations

This repo contains papers cited for various posters. You are probably here from a QR code.

cs249r_book

Collaborative book Machine Learning Systems

data2040_final

Brown University DSI DATA2040 Final Project

deeprobust

A pytorch adversarial library for attack and defense methods on images and graphs

denseairgnn

depthgraphnet

The official repository of DepthGraphNet: Circuit Graph Isomorphism Detection via Siamese-Graph Neural Networks (MLCAD 2023)

face_and_emotion_detection

first

From an old test

gnn-re

GNN-RE datasets for circuit recognition

l-obs

Codes for Layer-wise Optimal Brain Surgeon

lora-kd-microelectronic-reasoning

The official repository of "Can Low-Rank Knowledge Distillation in LLMs be Useful for Microelectronic Reasoning?" Published in LLM-Aided Design (LAD '24)

misc

A repo filled with misc code snippets.

ml

Machine Learning Projects and Learning Content

mmaction2

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

neural-matched-pursuit

noisystudent

Code for Noisy Student Training. https://arxiv.org/abs/1911.04252

online-dt

Online Decision Transformer

openai-reinforcement-learning-with-custom-environment

This code accompanies the YouTube tutorial where we build a custom OpenAI environment for reinforcement learning.

optimalbraindissection

The official repository of Optimal Brain Dissection in Dense Autoencoders: Towards Determining Feature Importance in -Omics Data (BIP 2023 Best Paper)

perfect-nasty-teacher

probabalistic_graph_residual

probability

Probabilistic reasoning and statistical analysis in TensorFlow

stable-diffusion

A latent text-to-image diffusion model