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Repository for all content for Machine Learning Decal, Spring 2018.

Creative-Adversarial-Networks

(WIP) Implementation of Creative Adversarial Networks https://arxiv.org/pdf/1706.07068.pdf

oreilly-captions

Machine-Learning-Decal-Spring-2019

A 2-unit decal run by ML@B's education team

Jupyter Notebook

Machine-Learning-Decal-Fall-2018

Jupyter Notebook

Data-Science-Decal-Fall-2017

Jupyter Notebook

openbrain

Python

scae-pytorch

Stacked Capsule Autoencoders (SCAE) in PyTorch and their semantic interpretation

Python

Deep-Learning-Decal-Fall-2017

deepart-workshop

Making Art with Deep Learning Workshop | ML@B

Jupyter Notebook

deep-learning-reading-group

A public wiki for the deep learning reading group at UC Berkeley

blog

ML@B blog

JavaScript

eeg-ssl

Self-supervised learning for EEG

Python

Meta-Learning-Worskhop

Jupyter Notebook

tensorflow-bootcamp

Repo for Fall 2017 Tensorflow Bootcamp

Jupyter Notebook

intro-dl-workshop

Code for the Introduction to Deep Learning Workshop - Spring 2018

Jupyter Notebook

selfdriving-fa19

Self Driving Car Decal taught by Machine Learning @ Berkeley, fall 2019 at UC Berkeley.

Python

bootcamp

Bootcamp held for Spring 17.

Jupyter Notebook

RL-Workshop

Deep Reinforcement Learning Workshop - Spring 2018

Jupyter Notebook

PyTorch-Workshop

Repo for the ML@B Fall 2017 PyTorch Workshop

Jupyter Notebook

research-papers

Cool deep learning research papers organized by section

workshops

SqueezeDet-Pruning

Ternary Weight Pruning for SqueezeDet

investarget

selfdriving-sp20

IntroToTensorFlow

ML@B's Intro to Tensorflow Workshop Spring 2018

Jupyter Notebook

fa19-NMEP

Machine Learning at Berkeley: New Member Education Program Curriculum

Jupyter Notebook

fa21-nmep

Fall '21 NMEP Central Repo

Jupyter Notebook

hyperparameter_sweeper

Automated hyperparameter sweeping.

Python

GAN-Workshop

Workshop demo code for GANs

Jupyter Notebook

intro-nlp-workshop-fa18

Jupyter Notebook

CUDA-intro

Example of how to use cuda

Cuda

indigo

TensorFlow 2 Implementation of the Transformer-InDIGO model

Python

NMEP-sp19

Labs, lectures, notes, homeworks for NMEP sp19

Jupyter Notebook

climatehack2023

Jupyter Notebook

rec-sys-decal-website

Website for the Recommendation Systems in Machine Learning DeCal (Fall '21)

JavaScript

NLP-workshop

Jupyter Notebook

keras_workshop

Code from Calhacks Keras workshop

Python

transformer-autocomplete

Python

calhacks-pytorch

Pytorch Workshop for Calhacks

Python

NNWorkshop

Repository built for a Neural Networks Workshop series!

Python

genetic-algs

Genetic Algorithms for Modeling Experimental Data

Python

slang

Jupyter Notebook

sap

The SAP project utilizes the HANA Vora framework for optimized database operations.

Python

hackathon_chatbot

CSS

sp20-nmep

Homework for New Member Education Program

Jupyter Notebook

DNA-Sequencing

Jupyter Notebook

beowulf

Beowulf cluster related design, script, etc.

web

reading-list

sp22-nmep

mlabweb

h2o-redditcomments

Machine Learning at Berkeley Reddit

SP21-NMEP

Jupyter Notebook

tensorflow-workshop-sp17

Code for ML@B Introduction to TensorFlow Workshop

Python

improve-music-rec

Improving Music Recommendation: Featurizing Audio Before Rendering It

Python

NMEP-fa20

Jupyter Notebook

f18-NMEP

Homeworks, readings, and et cetera for Machine Learning at Berkeley Fall 2018 NMEP

Jupyter Notebook

mlberkeley/Machine-Learning-Decal-Spring-2018

mlberkeley

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