BiopythonOfficial git repository for Biopython (originally converted from CVS)
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tape-neurips2019Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology. (DEPRECATED)
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mmtf-sparkMethods for the parallel and distributed analysis and mining of the Protein Data Bank using MMTF and Apache Spark.
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mmtermView proteins and trajectories in the terminal
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plmcInference of couplings in proteins and RNAs from sequence variation
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gcWGANGuided Conditional Wasserstein GAN for De Novo Protein Design
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SeqVecModelling the Language of Life - Deep Learning Protein Sequences
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cbh21-protein-solubility-challengeTemplate with code & dataset for the "Structural basis for solubility in protein expression systems" challenge at the Copenhagen Bioinformatics Hackathon 2021.
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pytorch-rgnRecurrent Geometric Network in Pytorch
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r3dmol🧬 An R package for visualizing molecular data in 3D
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parapredParatope Prediction using Deep Learning
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lightdockProtein-protein, protein-peptide and protein-DNA docking framework based on the GSO algorithm
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VSCoding-SequenceVSCode Extension for interactively visualising protein structure data in the editor
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Jupyter DockJupyter Dock is a set of Jupyter Notebooks for performing molecular docking protocols interactively, as well as visualizing, converting file formats and analyzing the results.
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FLIPA collection of tasks to probe the effectiveness of protein sequence representations in modeling aspects of protein design
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biscuitBISulfite-seq CUI Toolkit
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SneakySnakeSneakySnake🐍 is the first and the only pre-alignment filtering algorithm that works efficiently and fast on modern CPU, FPGA, and GPU architectures. It greatly (by more than two orders of magnitude) expedites sequence alignment calculation for both short and long reads. Described in the Bioinformatics (2020) by Alser et al. https://arxiv.org/abs…
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Deeprank-GNNGraph Network for protein-protein interface
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PBxploreA suite of tools to explore protein structures with Protein Blocks 🐍
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pia📚 🔬 PIA - Protein Inference Algorithms
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Uni-FoldAn open-source platform for developing protein models beyond AlphaFold.
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Bio3DView.jlA Julia package to view macromolecular structures in the REPL, in a Jupyter notebook/JupyterLab or in Pluto
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ensparaModeling molecular ensembles with scalable data structures and parallel computing
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ddpm-proteinsA denoising diffusion probabilistic model (DDPM) tailored for conditional generation of protein distograms
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hPDBPDB parser in Haskell
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mmtfThe specification of the MMTF format for biological structures
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IndRNN pytorchIndependently Recurrent Neural Networks (IndRNN) implemented in pytorch.
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geometric-vector-perceptronImplementation of Geometric Vector Perceptron, a simple circuit for 3d rotation equivariance for learning over large biomolecules, in Pytorch. Idea proposed and accepted at ICLR 2021
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DeepCovFully convolutional neural networks for protein residue-residue contact prediction
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RamaNetPreforms De novo protein design using machine learning and PyRosetta to generate a novel protein structure
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pytorch-translmAn implementation of transformer-based language model for sentence rewriting tasks such as summarization, simplification, and grammatical error correction.
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referit3dCode accompanying our ECCV-2020 paper on 3D Neural Listeners.
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FunFolDesDataRosetta FunFolDes – a general framework for the computational design of functional proteins.
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seqalign pathingRust implementation of sequence alignment / Levenshtein distance by A* acceleration of the DP algorithm
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protein-transformerPredicting protein structure through sequence modeling
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DMPfoldDe novo protein structure prediction using iteratively predicted structural constraints
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group-transformerOfficial code for Group-Transformer (Scale down Transformer by Grouping Features for a Lightweight Character-level Language Model, COLING-2020).
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DartsDifferentiable architecture search for convolutional and recurrent networks
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BablerData Collection System For NLP/Speech Recognition
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RDPToolsCollection of commonly used RDP Tools for easy building
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hotspot3d3D hotspot mutation proximity analysis tool
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sidechainnetAn all-atom protein structure dataset for machine learning.
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openfoldTrainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2
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mozolmMozoLM: A language model (LM) serving library
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MolArtMOLeculAR structure annoTator
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rnn darts fastaiImplement Differentiable Architecture Search (DARTS) for RNN with fastai
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MAThe Modular Aligner and The Modular SV Caller
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LNEx📍 🏢 🏦 🏣 🏪 🏬 LNEx: Location Name Extractor
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pdb-toolsA dependency-free cross-platform swiss army knife for PDB files.
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theano-recurrenceRecurrent Neural Networks (RNN, GRU, LSTM) and their Bidirectional versions (BiRNN, BiGRU, BiLSTM) for word & character level language modelling in Theano
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EVEOfficial repository for the paper "Large-scale clinical interpretation of genetic variants using evolutionary data and deep learning". Joint collaboration between the Marks lab and the OATML group.
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DeepAccNetPytorch/Python3 implementation of DeepAccNet, protein model accuracy evaluator.
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sequenceworkprograms and scripts, mainly python, for analyses related to nucleic or protein sequences
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lingua-go👄 The most accurate natural language detection library for Go, suitable for long and short text alike
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cgdmsDifferentiable molecular simulation of proteins with a coarse-grained potential
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kalignA fast multiple sequence alignment program.
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