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3d-gan-pytorch

Responsible implementation of 3D-GAN NIPS 2016 paper:Learning a Probabilistic Latent Space of ObjectShapes via 3D Generative-Adversarial Modeling,that can be found https://papers.nips.cc/paper/6096-learning-a-probabilistic-latent-space-of-object-shapes-via-3d-generative-adversarial-modeling.pdf

advanced-deep-learning-with-keras

Advanced Deep Learning with Keras, published by Packt

advancedml

Reading list for the Advanced Machine Learning Course

angdist

Plot the 2D histogram of Euler angles covered by a set of cryo-EM particles

annotated_deep_learning_paper_implementations

🧑‍🏫 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit), optimizers (adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, etc. 🧠

awesome-aigc-tutorials

Curated tutorials and resources for Large Language Models, AI Painting, and more.

awesome-cryoem

A collaborative list of awesome CryoEM (Cryo Electron Microscopy) resources.

awesome-gans

Latest resources on Generative Adversarial Networks

awesome-gans-and-deepfakes

A curated list of GAN & Deepfake papers and repositories.

awesome-mlops

A curated list of references for MLOps

aws-parallelcluster-relion

example set up for Relion on AWS ParallelCluster for CryoEM

biogans

Implementation supporting the ICCV 2017 paper "GANs for Biological Image Synthesis"

classconvergence

Plot the class distribution as a function of iteration from a Class2D or Class3D job from RELION

colorizing-with-gans

Grayscale Image Colorization with Generative Adversarial Networks. https://arxiv.org/abs/1803.05400

computational-cryoem

A curated list of awesome computational cryo-EM methods.

conditional-gans-cgans

Conditional Generative Adversarial Networks(cgans) to convert text to image implemented in Python and TensorFlow & Keras

countparticles

Report the number of particles in each class from a run_data.star file produced by RELION

course

The Hugging Face course on Transformers

course20

Deep Learning for Coders, 2020, the website

coursera

Quiz & Assignment of Coursera

cryo-em-monitor

Monitoring application for Cryo-EM data of the Max Planck Institute of Biochemistry.

cryoem-awsbatch

Executing Relion3 on AWS Batch

cryoem-cloud-tools

Software to integrate Relion GUI with Amazon Web Services, accompanied by easy command line tools. Learn more at cryoem-tools.cloud

cryogan

cs-learning-resources

[BS]物联网工程，[MS]计算机技术，python，mooc资源，机器学习，深度学习，cryo-em[冷冻电子显微镜]，3D reconstruction[三维重建]，Computational Vison。

cs-video-courses

List of Computer Science courses with video lectures.

cs236_dgm

🦍 Stanford CS236 : Deep Generative Models

d2l-en

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks. Adopted at 140 universities.

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"