shandou

pyjanitor

Clean APIs for data cleaning. Python implementation of R package Janitor

haystack

:mag: Haystack is an open source NLP framework that leverages pre-trained Transformer models. It enables developers to quickly implement production-ready semantic search, question answering, summarization and document ranking for a wide range of NLP applications.

MLND_capstone

Capstone project implementation, report, and proposal for Udacity Machine Learning Engineer Nanodegree

mmocr

OpenMMLab Text Detection, Recognition and Understanding Toolbox

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

search_fundamentals_course

Public repository for the Search Fundamentals course taught by Daniel Tunkelang and Grant Ingersoll. Available at https://corise.com/search-fundamentals?utm_source=daniel.

search_with_machine_learning_course

Public repository for the Search with Machine Learning course taught by Daniel Tunkelang and Grant Ingersoll. Available at https://corise.com/course/search-with-machine-learning?utm_source=daniel.

shandou/bias-detector

shandou/Deeplearning.ai-Natural-Language-Processing-Specialization

This repository contains my full work and notes on Coursera's NLP Specialization (Natural Language Processing) taught by the instructor Younes Bensouda Mourri and Łukasz Kaiser offered by deeplearning.ai

shandou/doc2vec

Python scripts for training/testing paragraph vectors

shandou/essentia

C++ library for audio and music analysis, description and synthesis, including Python bindings

shandou/explainshell

match command-line arguments to their help text

shandou/fairml

shandou/fastxml

FastXML / PFastXML / PFastreXML - Implementation of Extreme Multi-label Classification

shandou/feature-selection-for-machine-learning

Code Repository for the online course Feature Selection for Machine Learning

shandou/geonamescache

geonamescache - a Python library for quick access to a subset of GeoNames data.

shandou/Hands-On-Gradient-Boosting-with-XGBoost-and-Scikit-learn

Hands-On Gradient Boosting with XGBoost and Scikit-learn Published by Packt

shandou/handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

shandou/hsmmlearn

A library for hidden semi-Markov models with explicit durations

shandou/job-word-embeddings

Word embeddings for job postings

shandou/Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

shandou/machine-learning-imbalanced-data

Code repository for the online course Machine Learning with Imbalanced Data

shandou/ml-design-patterns-1

Source code accompanying O'Reilly book: Machine Learning Design Patterns

shandou/moviegeek

A django website used in the book Practical Recommender Systems to illustrate how recommender algorithms can be implemented.

shandou/py_stringmatching

A comprehensive and scalable set of string tokenizers and similarity measures in Python

shandou/pyAudioAnalysis

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

shandou/python-searchengine

shandou/requests

A simple, yet elegant HTTP library.

shandou/scikit-plot

An intuitive library to add plotting functionality to scikit-learn objects.

shandou/shandou.github.io

Repo for github user page

shandou/siamese-pytorch

A PyTorch implementation of siamese networks using backbone from torchvision.models, with support for TensorRT inference.

shandou/TextBlob

Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.

shandou/textdistance

Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.

shandou/thefuzz

Fuzzy String Matching in Python

shandou/tutorials

shandou/X-Transformer

X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification

shandou/xai-series