teslaa22

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

biotools

A list of useful bioinformatics resources

blogs

Links to data science, bioinformatics, statistics, and machine learning resources

Combinatorial-Optimization

The accompanying code for my article: https://becominghuman.ai/probabilistic-approaches-to-combinatorial-optimization-2aa0397a795f

dataviz

A book covering the fundamentals of data visualization.

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

EpigenomicsTutorial-ISMB2017

Repository for the Epigenomics Tutorial hold at ISMB 2017 in Prague

Genomic-Interactive-Visualization-Engine

Genomic Interactive Visualization Engine

hierarchical-attention-networks

Document classification with Hierarchical Attention Networks in TensorFlow

interpretable-research

I collected some papers about interpretable CNN and reorganized them here.

livepython

Visually trace Python code in real-time.

models

Model zoo for genomics

mosdepth

fast BAM/CRAM depth calculation for WGS, exome, or targeted sequencing

NeuralFDR

Software accompanying "NeuralFDR: Learning Discovery Thresholds from Hypothesis Features"

nimfa

Nimfa: Nonnegative matrix factorization in Python

PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

scanpy

Single-Cell Analysis in Python. Scales to >1M cells.

scRNAseq-WGAN-GP

Wasserstein Generative Adversarial Network for analysing scRNAseq data

SGN-41007

Supplementary materials for course "Pattern Recognition and Machine Learning" at

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

tabula-muris

Code and annotations for the Tabula Muris single-cell transcriptomic dataset.

tensorflow

Computation using data flow graphs for scalable machine learning

TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

tensorflow-generative-model-collections

Collection of generative models in Tensorflow

tensorflow_tutorials

Code for TF tutorials (CS20SI and CS224N)

tesla

tidytext

Text mining using dplyr, ggplot2, and other tidy tools :sparkles::page_facing_up::sparkles::page_facing_up::sparkles:

training.python_web

Lecture and training materials for the 2016 Internet Programming with Python course from UW PCE