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a-guide-to-deepminds-starcraft-ai-environment

This is the code for "A Guide to DeepMind's StarCraft AI Environment" by Siraj Raval on Youtube

assignment4

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assignment9

awesome-dl4nlp

A curated list of awesome Deep Learning for Natural Language Processing resources

awesome-embedding-models

A curated list of awesome embedding models tutorials, projects and communities.

awesome-hacking

A curated list of awesome Hacking tutorials, tools and resources

awesome-torch

A curated list of awesome Torch tutorials, projects and communities

baseballsandbooleans_nyu-cds

A Term Project by NYU Data Science students to study predictive modeling for MLB pitching

bigdataproject

ca_source_extraction

Complete Matlab pipeline for large scale calcium imaging data analysis

caiman

Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.

discogan-pytorch

PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

ds-ga-1011-fall2017

DS-GA-1011 Natural Language Processing with Representation Learning

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

final_project

gdeltpyr

Python based framework to retreive Global Database of Events, Language, and Tone (GDELT) version 1.0 and version 2.0 data.

glove

GloVe model for distributed word representation

interview

Interview questions

lda

Topic modeling with latent Dirichlet allocation using Gibbs sampling

lda2vec

leetcode

:pencil: Python / C++ 11 Solutions of LeetCode Questions

leetcode-1

(229 / 280) [中文|English] Solutions and notes of LEETCODE using C++/Java/Python/Sql/Shell Script.

leetcode-sol-res

Clean, Understandable Solutions and Resources for LeetCode Online Judge Algorithms Problems.

mcmc

Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.

ml2016

DS-GA 1003: Machine Learning and Computational Statistics, Spring 2016

notebook

Jupyter Interactive Notebook