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Machine learning & genomics
awesome-deepbio. A curated list of awesome deep learning applications in the field of computational biology
2kSparseMax.torch. Implementation attempt of "From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification"
54neuralnet_countmodels. Count models with TensorFlow and Keras
47dietnet. Diet networks in TensorFlow
16fit_nbinom. Negative binomial maximum likelihood estimate implementation in Python using L-BFGS-B
15dnaconvnet-notebook. Jupyter notebook for the application of convolutional neural nets to toy DNA sequence data
15biorxiv-sanity-preserver. Web interface for browsing, search and filtering recent biorxiv submissions
14pyannotables. Python package for conversions between ENSEMBL IDs and gene names (annotables + pyensembl)
11pytelegram. Telegram Python bindings based on CFFI and vysheng's TGL
8tensorsne. Fast Barnes-Hut t-SNE with Tensorflow integration
7opentargets-genetics-python. Python wrapper for the Open Targets Genetics GraphQL API
7rcppleveldb. Rcpp bindings for Google's leveldb
7Dizimag. Dizimag addon for XBMC
4sctoolkit. Python
3googplot. Simple HTML chart generator using Google Chart API
3deepWAS. Implementation of the DeepWAS workflow
2pathview. This is a read-only mirror of the Bioconductor SVN repository. Package Homepage: http://bioconductor.org/packages/devel/bioc/html/pathview.html Contributions: http://pathview.r-forge.r-project.org/. Bug Reports: https://support.bioconductor.org/p/new/post/?tag_val=pathview.
2fit_mvpolya. Dirichlet-Multinomial (Multivariate Polya) Maximum Likelihood Estimate in Python
2keras. Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano.
1ProDy. A Python Package for Protein Dynamics Analysis
1scanpy-tutorials. Scanpy Tutorials.
1hSBM_Topicmodel. Using stochastic block models for topic modeling
1gokceneraslan.github.com. Blog repository
1scanpy. Single-Cell Analysis in Python. Scales to >1M cells.
1magma-phenotype-similarity. Jupyter Notebook
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