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algorithms

Hw assignments for Algorithms for Data Science - columbia university

algsdatasci

CSOR-4246 Algorithms for Data Science

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

awesome-ocr

Links to awesome OCR projects

awesome-sentiment-analysis

😀😄😂😭 A curated list of Sentiment Analysis methods, implementations and misc. 😥😟😱😤

awesome_deeplearning

Deep Learning Resources

baidutraffic

This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (KDD 2018).

book-nlp

Natural language processing pipeline for book-length documents

cmu701

cmu course 10701 homework, Machine Learning

comsw4721_machinelearning_homework

Implementation of Machine Learning algorithms using numpy in Python. The exercise was done as part of homeworks given at Columbia's Machine Learning (COMS W4721) class conducted by Dr. John Paisley

comsw4995_007_2018_3

cs224n-winter-2017

All lecture notes, slides and assignments from CS224n: Natural Language Processing with Deep Learning class by Stanford

cs228-notes

Course notes for CS228: Probabilistic Graphical Models.

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

data_science_materials

Homeworks, Projects and Labs of DS100 in Fa18

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，近30万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearningmovies

Kaggle's competition for using Google's word2vec package for sentiment analysis

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

doublefnsn.github.io

Personal homepage

edwardslab

Code from the Edwards lab, including bioinformatics, image analysis and more. All this code is created and maintained by folks at Rob Edwards' bioinformatics lab at SDSU.

fa18

ffnotebook.github.io

FF的学习记录

gnnpapers

Must-read papers on graph neural networks (GNN)

intro_to_ml_lecture_note

kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

leetcode

Solutions of All 326 LeetCode Questions

movie_review

Sentiment analysis on movie reviews

mva_2018_sl

MVA 2018 Speech and Language Technology course materials

nfl-2018-predictions

nflpredictions

An exercise in existential contemplation of the pedagogical virtues of contemporary interpretations of Machiavelli and Nietzsche