Shubham Pachori's repositories
Simulink-microgrid
24h simulation of a microgrid
ProFET
ProFET: Protein Feature Engineering Toolkit for Machine Learning
bayes-seg
Java code from the 2008 EMNLP paper "Bayesian Unsupervised Topic Segmentation" by Eisenstein and Barzilay
yakddcup2015
Yet Another KDD Cup 2015 Solution.
features_analysis
Implementation of the approach described in "Understanding deep features with computer-generated imagery" , M. Aubry and B. Russell, ICCV, 2015
sds
Code for SDS
MemNN-1
Theano implementation of Memory Networks
nn-from-scratch
Implementing a Neural Network from Scratch
DeepDream.torch
Torch version for https://github.com/google/deepdream
RecSys-2
The algorithms about Recommender System, such as PMF, PLSA, ALS, RBM and so on.
visual_qa
using lstm & cnn for question answering
PyTLDR
A python module that automatically summarizes text documents and web pages
454-kdd2009
Project team code for the KDD Cup 2009 - CRM Prediction team project
tf-idf
Given a query string q and a corpus of documents, retrieve the top k documents that are the closest match to query string using tf-idf
WordRep
Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations (ACL2015)
mSDA
Python implementation of (linear) Marginalized Stacked Denoising Autoencoder (mSDA), as well as dense Cohort of Terms (dCoT). Based on Matlab code by Minmin Chen
Random_Forest_Imputer
Automatic missing value imputation using random forests
supervised-clustering
Python class for doing supervised clustering. By default uses random forest and correlation clusterer
EntropyRateSuperpixel
Entropy rate superpixel segmentation source code
Eigenstyle
Principal Component Analysis and Fashion
gossp
Speech Signal Processing for Go (not maintained)
keras_qa
Keras solution to the bAbI tasks using recurrent neural networks - merged as an example into Keras mainline
qubism
Self-similar visualization of many-body wavefunctions (and also: time series, DNA, proteins).
keras_monet
example of using LSTM Networks to generate Monet - like paintings
text-learning
language + text generation + summarization using Keras and Sumy
NSL_KDD
NSL-KDD Dataset
TextualReconstructor
Training autoencoders to reconstruct text to generate valuable summarizations of sentences or paragraphs