aashusingh Goto Github PK

aashusingh.github.io

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-nlp

A curated list of resources dedicated to Natural Language Processing

babi-tasks

Task generation for testing text understanding and reasoning

corenlp

Stanford CoreNLP: A Java suite of Core NLP tools

dcgan_code

Deep Convolutional Generative Adversarial Networks

deep-learning-codes

Codes for implementing various Deep Learning algortihms

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deepdream

epibook.github.io

Publishes to Github Pages

gensim

Topic Modelling for Humans

incubator-singa

Mirror of Apache Singa (Incubating)

jsat

Java Statistical Analysis Tool, a Java library for Machine Learning

keras

Theano-based Deep Learning library (convnets, recurrent neural networks, and more).

leetcode

problems set of leetcode online judgement; record it for coding and studying life

mlpack

mlpack: a scalable C++ machine learning library

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nyctaxi

Big data project

part-of-speech-tagging-on-twitter-data

This project deals with sequence labeling tasks on Twitter data using Generative and Discriminative Models

passage

A little library for text analysis with RNNs.

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pubmed_ws_client

java client for pubmed webservice

random-forest-performance-optimization-papers

Papers outlining my work to improve performance of Random Forest Algorithm

rc-data

Question answering dataset featured in "Teaching Machines to Read and Comprehend

recommendation-system-using-apachemahout

Item Based and User Based Recommendation Systems for MovieLens Movie Dataset and Book Crossing Dataset

rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

sentiment-analysis-on-movie-reviews-using-naive-bayes

A Naive Bayes Classifier for sentiment and feature analysis of IMDB movie review dataset

sentiment-analysis-using-discriminative-classifiers-

smile

Statistical Machine Intelligence & Learning Engine

summerschool2015

Slides and exercises for the Deep Learning Summer School 2015 programming tutorials