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oftensmile's Projects

cov-est icon cov-est

Covariance estimation library used in "Improved Estimation and Interpretation of Correlations in Neural Circuits."

cpa icon cpa

The Compositional Perturbation Autoencoder (CPA) is a deep generative framework to learn effects of perturbations at the single-cell level. CPA performs OOD predictions of unseen combinations of drugs, learns interpretable embeddings, estimates dose-response curves, and provides uncertainty estimates.

cppcoreguidelines icon cppcoreguidelines

The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++

cyclops icon cyclops

Cyclic Ordering by Periodic Structure

data-science-ipython-notebooks icon data-science-ipython-notebooks

Continually updated Data Science Python Notebooks: Spark, Hadoop MapReduce, HDFS, AWS, Kaggle, scikit-learn, matplotlib, pandas, NumPy, SciPy, and various command lines.

disruptor icon disruptor

High Performance Inter-Thread Messaging Library

dl-setup icon dl-setup

Instructions for setting up the software on your deep learning machine

dl4nlp icon dl4nlp

Deep Learning for NLP resources

dnc icon dnc

A TensorFlow implementation of the Differentiable Neural Computer.

dnc-tensorflow icon dnc-tensorflow

A TensorFlow implementation of DeepMind's Differential Neural Computers (DNC)

edges icon edges

Structured Edge Detection Toolbox

elf icon elf

ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation

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