Popular GitHub Repositories for Dlab Berkeley

Rigorously test, monitor, and optimize agent systems—grounded in research from Stanford and Berkeley AI Labs.

Implementation of ? Ring Attention, from Liu et al. at Berkeley AI, in Pytorch

Curated list of publicly accessible machine learning engineering courses from CalTech, Columbia, Berkeley, MIT, and Stanford.

Workshop (6 hours): preprocessing, cross-validation, lasso, decision trees, random forest, xgboost, superlearner ensembles

Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework

UC Berkeley team's submission for RecSys Challenge 2018

Berkeley CS182/282A Designing, Visualizing and Understanding Deep Neural Networks

My Computer Vision project from my Computer Vision Course (Fall 2020) at Goethe University Frankfurt, Germany. Performance comparison between state-of-the-art Object Detection algorithms YOLO and Faster R-CNN based on the Berkeley DeepDrive (BDD100K) Dataset.

Anomaly detection on the UC Berkeley milling data set using a disentangled-variational-autoencoder (beta-VAE). Replication of results as described in article "Self-Supervised Learning for Tool Wear Monitoring with a Disentangled-Variational-Autoencoder"

D-Lab's Machine Learning Working Group at UC Berkeley, with supervised & unsupervised learning tutorials in R and Python

UC Berkeley CS186 AI Chatbot ? ?? ?

End-to-end Self-driving Car (Behavioral Cloning)

UC Berkeley EE16B AI Chatbot ? ?? ?

Open AI Gym version of Berkeley AI Pacman with images as states

UC Berkeley Legal Studies 123 Spring 2022

Ray and Anyscale for UC Berkeley AI Hackathon!

Berkeley DeepDrive Drone Dataset

BeSTspeech T-T-S speech synthesizer speak window.

Pytorch implementatiions of the Homeworks in course CS294-158

? A unified repository of coursework fragments from UC Berkeley MIDS ML courses