xuzhang5788's repositories
albumentations
fast image augmentation library and easy to use wrapper around other libraries
awesome-cheminformatics
A curated list of Cheminformatics libraries and software.
awesome-computer-vision
A curated list of awesome computer vision resources
awesome-machine-learning-interpretability
A curated list of awesome machine learning interpretability resources.
cddd
Implementation of the Paper "Learning Continuous and Data-Driven Molecular Descriptors by Translating Equivalent Chemical Representations" by Robin Winter, Floriane Montanari, Frank Noe and Djork-Arne Clevert.
Data-Science--Cheat-Sheet
Cheat Sheets
DeepLearningExamples
Deep Learning Examples
deltaVinaXGB
This is a machine-learning based protein-ligand scoring function.
e3fp
3D molecular fingerprints
fastbook
Draft of the fastai book
google-research
Google AI Research
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
IcolosCommunity
Repository contains jupyter notebooks illustrating the use of the Icolos workflow manager
interpret
Fit interpretable machine learning models. Explain blackbox machine learning.
keras-one-cycle
Implementation of One-Cycle Learning rate policy (adapted from Fast.ai lib)
livelossplot
Live training loss plot in Jupyter Notebook for Keras, PyTorch and others
mol2vec
Mol2vec - an unsupervised machine learning approach to learn vector representations of molecular substructures
moses
Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models
mt-dti-1
An official Molecule Transformer Drug Target Interaction (MT-DTI) model
nndl.github.io
《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning
pytorch-frn
Filter Response Normalization Layer in PyTorch
stellargraph
StellarGraph - Machine Learning on Graphs
tf-encrypted
A Framework for Machine Learning on Encrypted Data
ZeroCostDL4Mic
ZeroCostDL4Mic: A Google Colab based no-cost toolbox to explore Deep-Learning in Microscopy