Pinned Repositories
automl
Google Brain AutoML
avocado
Avocado is a multi-scale deep tensor factorization model that learns a latent representation of the human epigenome and enables imputation of epigenomic experiments that have not yet been performed.
chatgpt-retrieval-plugin
CLIP
Contrastive Language-Image Pretraining
DeepGRN
Deep learning for modeling gene regulatory network
gym
A toolkit for developing and comparing reinforcement learning algorithms.
plotMI
Visualize intearactions learned by a machine learning model by plotting mutual information between pairwise k-mer distributions
sentencepiece
Unsupervised text tokenizer for Neural Network-based text generation.
tsfresh
Automatic extraction of relevant features from time series:
yynst2's Repositories
yynst2/avocado
Avocado is a multi-scale deep tensor factorization model that learns a latent representation of the human epigenome and enables imputation of epigenomic experiments that have not yet been performed.
yynst2/plotMI
Visualize intearactions learned by a machine learning model by plotting mutual information between pairwise k-mer distributions
yynst2/AI-TAC
yynst2/bpnet
Toolkit to train base-resolution deep neural networks on functional genomics data and to interpret them
yynst2/ConceptWhitening
yynst2/deeplift
Public facing deeplift repo
yynst2/DeepRiPe
yynst2/HpBandSter
a distributed Hyperband implementation on Steroids
yynst2/janggu
Deep learning infrastructure for bioinformatics
yynst2/keras-cosine-annealing
Keras implementation of Cosine Annealing Scheduler
yynst2/keras-multi-head
A wrapper layer for stacking layers horizontally
yynst2/keras-one-cycle
Implementation of One-Cycle Learning rate policy (adapted from Fast.ai lib)
yynst2/keras-tcn
Keras Temporal Convolutional Network.
yynst2/keras-tuner
Hyperparameter tuning for humans
yynst2/Leopard
yynst2/LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
yynst2/models-1
Model zoo for genomics
yynst2/MotifRaptor
Explore the effect of genetic variants on transcription factor binding sites
yynst2/muzero-general
MuZero
yynst2/PlotNeuralNet
Latex code for making neural networks diagrams
yynst2/pyomo
An object-oriented algebraic modeling language in Python for structured optimization problems.
yynst2/scVI
Deep generative modeling for single-cell omics data
yynst2/solo
software to detect doublets
yynst2/stylegan2-ada
StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation
yynst2/Super-Convergence-of-Neural-Nets
Summary of the paper: "Super-Convergence, Very Fast Training of Neural Networks Using Large Learning Rates"
yynst2/tfmodisco
TF MOtif Discovery from Importance SCOres
yynst2/tslearn
A machine learning toolkit dedicated to time-series data
yynst2/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
yynst2/wavenet
Keras WaveNet implementation
yynst2/xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow