tongli12 Goto Github PK

data-science-interview-resources

A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.

deepchem

Deep-learning models for Drug Discovery and Quantum Chemistry

deepcontact

DeepContact Software

deeplearning

Deep Learning introduction and its application in various fields

deeplearning-biology

A list of deep learning implementations in biology

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deepvariant

DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

djangoproject.com

Source code to djangoproject.com

dl4nlp

Deep Learning for NLP resources

dlrm

An implementation of a deep learning recommendation model (DLRM)

dove

A Deep-learning based dOcking decoy eValuation mEthod

dsb2017

Code for 2nd place solution to the 2017 National Data Science Bowl

dsb3tutorial

enzynet

EnzyNet: enzyme classification using 3D convolutional neural networks on spatial representation

fastai

The fastai deep learning library, plus lessons and and tutorials

flashlight

A C++ standalone library for machine learning

free-programming-books-zh_cn

:books: 免费的计算机编程类中文书籍，欢迎投稿

gatk

GATK4 development

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hackerrank_solutions

317 efficient solutions to HackerRank problems

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.

heamy

A set of useful tools for competitive data science.

is_that_a_duplicate_quora_question

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

kaggle-api

Official Kaggle API

kaggle-ds-bowl-2018-baseline

Full train/inference/submission pipeline adapted to the competition from https://github.com/matterport/Mask_RCNN

kaggle-ensemble-guide

Code for the Kaggle Ensembling Guide Article on MLWave

kaggle-quora-question-pairs

My solution to Kaggle Quora Question Pairs competition (Top 2%, Private LB log loss 0.13497).

kaggle-seizure-prediction