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approaching-any-nlp

Gives overview of steps required to approach almost any NLP problem

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

betterpython

Code examples for my Write Better Python Code series on YouTube.

cdk-samples

cluster

K-means clustering using R and Tableau

complaints_topic_modeling

cs224u

Code for Stanford CS224u

deep-learning-in-production

Develop production ready deep learning code, deploy it and scale it

dist-keras

Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.

e2e-model-learning

Task-based end-to-end model learning in stochastic optimization

elasticsearch

Free and Open, Distributed, RESTful Search Engine

haystack

:mag: End-to-end Python framework for building natural language search interfaces to data. Leverages Transformers and the State-of-the-Art of NLP. Supports DPR, Elasticsearch, HuggingFace’s Modelhub, and much more!

huggingface-sagemaker-workshop-series

Enterprise Scale NLP with Hugging Face & SageMaker Workshop series

ml-blogs-that-are-worth-reading

Blogs and books on Machine Learning and Deep learning

ml-code-template

This repository contains core implementation of ML life cycle equipped with standardized coding practices and best practices for ML architecture and processes

ml-design-patterns

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

mlops-basics

multi-label-challenge

This repository presents a multi label text classification solution for automated labelling task

newspaper

News, full-text, and article metadata extraction in Python 3. Advanced docs:

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.

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 ;)

python

All Algorithms implemented in Python

recursions-backtracking

sippycup

SippyCup is a simple semantic parser, written in Python, created purely for didactic purposes.