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3d-artefacts-nca

Offical code for the paper: "Growing 3D Artefacts and Functional Machines with Neural Cellular Automata" https://arxiv.org/abs/2103.08737

3d-point-capsule-networks

3D Point Capsule Networks

activelearningcg

Some codes for "Discovery of Self-Assembling pi-Conjugated Peptides by Active Learning-Directed Coarse-Grained Molecular Simulation"

amp_design_quiz

analytics-vidhya-demo

This repo contains the code demonstrated in the Analytics Vidhya article about PyWebIO usage and the ML model prediction code.

analyze_pointcloud

学习《三维点云分析》的课后习题代码

book-ml-sem

《机器学习：软件工程方法与实现》Method and implementation of machine learning software engineering

capsvoxgan

GAN using capsule networks to generate voxel models

ccsnbook

《社交网络上的计算传播学》配套PPT

chatdev

Create Customized Software with Natural Language Ideas

classicalgorithms

controlled-peptide-generation

source code for https://arxiv.org/abs/2005.11248 "Accelerating Antimicrobial Discovery with Controllable Deep Generative Models and Molecular Dynamics"

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

data_mining_models

Basic data mining model, including feature importance display

deep-learning-project-template

A best practice for deep learning project template architecture.

deeplearning-models

A collection of various deep learning architectures, models, and tips

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

deepreinforcementlearninginaction

Code from the Deep Reinforcement Learning in Action book from Manning, Inc

demo-face-gan

A demonstration of using a live Tensorflow session to create an interactive face-GAN explorer.

dgnn

Pytorch implementation of "Streaming Graph Neural Network" (not author just trying to reproduce the experiment results)

diffusional-fingerprinting

evocraft-py

A Python interface for Minecraft built on gRPC

evoflow

fsdl-text-recognizer-2021-labs

Complete deep learning project developed in Full Stack Deep Learning, Spring 2021

generative_agents

Generative Agents: Interactive Simulacra of Human Behavior

generative_playground

A collection of pytorch models and calibration types for generating discrete objects: equations, molecules, etc

geneticalgorithmpython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

genstride

A generalized deep learning approach for local structure identification in molecular simulations. See https://doi.org/10.1039/C9SC02097G for full details.

gnca

Code for "Learning Graph Cellular Automata"

growing-neural-cellular-automata

A reproduction of growing neural cellular automata using PyTorch.