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pgmpy

Python Library for Probabilistic Graphical Models

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 ;)

pv-conn

inference of functional connectivity from activity of simulated networks

pwc

Papers with code. Sorted by stars. Updated weekly.

pykernels

Python library for working with kernel methods in machine learning

pylinguistics

Pylinguistics an open source tool to readability assessment of texts written in Portuguese and English.

pystan

PyStan, the Python interface to Stan

rating_matrix_analysis

Some codes to test matrix completion methods/codes

recommender-system

In this code we implement and compared Collaborative Filtering algorithm, prediction algorithms such as neighborhood methods, matrix factorization-based ( SVD, PMF, SVD++, NMF), and many others.

reuters-21578-classification

Text classification with Reuters-21578 datasets using Gensim Word2Vec and Keras LSTM

rgf

Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one written in C++, various language-specific wrappers.

rna-seq-tsne

The art of using t-SNE for single-cell transcriptomics

ryhmapaine_stimulus

saleslab_toolbox

Codes to process and analyze data collected with iMotions

senticnetapi

Simple API to use SenticNet 4

seq2seq-chatbot

A sequence2sequence chatbot implementation with TensorFlow.

seq2seq_chatbot_links

Links to the implementations of neural conversational models for different frameworks

shallowlearn

A collection of supervised learning models based on shallow neural network approaches (e.g., word2vec and fastText) with some additional exclusive features. Written in Python and fully compatible with Scikit-learn.

sif

sentence embedding by Smooth Inverse Frequency weighting scheme

skggm

Gaussian model estimation for scikit-learn

spice-hate_speech_detection

A SPICE-program funded project where the goal is to detect hate speech in social media.

spm12-dartel

Preprocessing of functional and structural MRI data into standardized MNI space using SPM12 and DARTEL.

stan_testing

structuredsparsityregularization

Structured Sparisty Regularizers

stylometry

A Stylometry Library for Python

subtitlecorrector

simple java program to reformat srt subtitles (according to my personal taste)

suite2p

Tools for processing 2P recordings (klab edition)

tensorflow_with_latest_papers

Implementation of Newest RNN and Seq2Seq Features

text-analytics-with-python

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

text-classification-cnn-rnn

CNN-RNN中文文本分类，基于tensorflow