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996.icu

Repo for counting stars and contributing. Press F to pay respect to glorious developers.

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

cell-image-classification

Cell image classsification with neural networks (MLP, ConvNet) and other statistical ML models (SVM, LDA, LR, etc.).

cmappy

Assorted tools for interacting with .gct, .gctx files and other Connectivity Map (Broad Institute) data/tools

d3

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

darkchem

dash-app-datasets

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

deepneuralnet-qsar

django-analytical

Analytics services for Django projects

drp

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

lsc

Large-scale comparison of machine learning methods for drug target prediction on ChEMBL

macau

Bayesian Factorization with Side Information in C++ with Python wrapper

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

moleculartransformer

monte-carlo-tree-search

Monte carlo tree search in python

multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

nnet-gmatrix

Deep Neural Network implementation built on the gmatrix R package.

organ

Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models

organic

Code repo for optimizing distributions of molecules.

paper-bray2017

Source code from Bray et al., (2017) A dataset of images and morphological profiles of 30,000 small-molecule treatments using the Cell Painting assay.

plip

Protein-Ligand Interaction Profiler - Analyze and visualize non-covalent protein-ligand interactions in PDB files

process-plate

rdkit

A forked RDkit with some tweaks for easy installing on environments specific to the Dark Reactions Project

reaction_prediction_seq2seq

rocalphago

An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.

rocalphago.data

Version controlled data for AlphaGo repository

rxnpredict

Predicting reaction performance using machine learning

seqgan

Implementation of Sequence Generative Adversarial Nets with Policy Gradient