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artificial-intelligence-berkeley-cs188

Learned about search problems (A*, CSP, minimax), reinforcement learning, bayes nets, hidden markov models, and machine learning

bigbird

Transformers for Longer Sequences

caffe

Caffe: a fast open framework for deep learning.

deep-q-atari

Keras and OpenAI Gym implementation of the Deep Q-learning algorithm to play Atari games.

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

download-celeba-hq

Python script to download the celebA-HQ dataset from google drive

eeglab

EEGLAB is an open source signal processing environment for electrophysiological signals running on Matlab and developed at the SCCN/UCSD

faceaging-by-cyclegan

few-shot

Repository for few-shot learning machine learning projects

gan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

gans-collections-tf2.0_keras-eager_mode

This repository implements all kinds of GAN-models based on tensorflow2.0 keras API including GAN, CGAN, WGAN, WGAN_GP, VAE, CVAE, LSGAN, infoGAN, EBGAN, BEGAN, ACGAN

generative-models

Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN

geneticalgorithmswithpython

source code from the book Genetic Algorithms with Python by Clinton Sheppard

graphneuralnetwork

《深入浅出图神经网络：GNN原理解析》配套代码

how-to-make-a-computer-operating-system

How to Make a Computer Operating System in C++

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

lgans-for-reproduce

This repo is for reproducing our results in “Lipschitz Generative Adversarial Nets”.

lltm_experiment

matcommon

Common files for my other MATLAB repositories.

matvercon

A simple version control system for MATLAB development.

misgan

MisGAN: Learning from Incomplete Data with GANs

os_lab_2019

The operating system practical course 2019

parallel-convolution

🖼️ Parallel Image Convolution, applying a blur filter to images. Written in C, optimized in three different ways: MPI, MPI & OpenMP and CUDA.

parallel-programming-in-c-with-mpi-and-openmp

Example code from Parallel Programming in C with MPI and OpenMP

partial-encoder-decoder

An encoder-decoder framework for learning from incomplete data

peakfit

A peak-fitting tool based on MATLAB for spectroscopic data analysis.

peakfit-1

A tool to fit several spectra simultaneously

physconst

A collection of fundamental physical constants in various unit systems for MATLAB.

pong-rl

Deep Q-Network implementation on PyTorch for Atari Pong game