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automate-move-files

A simple python program to move the files from Downloads folder into appropriate subfolder elsewhere. It's useful to declutter the Downloads folder and can help save a lot of time.

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

awesome-text-summarization

The guide to tackle with the Text Summarization

azure-example

Optuna + RAPIDS on Azure

azureml-examples

Official community-driven Azure Machine Learning Examples, tested with GitHub Actions

build-your-own-x

🤓 Build your own (insert technology here)

cloud-ml-examples-1

cuml

cuML - RAPIDS Machine Learning Library

data-visualisation-

Learning data visualisation tools with Python

gbm-bench

A benchmark to measure performance of popular Gradient boosting algorithms against popular ML datasets.

generalised-movie-recommendation

A python program using Pandas to perform a generalised movie recommendation by merely loading the ml-100k dataset into Pandas and sorting them

hpo

integration

RAPIDS - combined conda package & integration tests for all of RAPIDS libraries

interpret

Fit interpretable models. Explain blackbox machine learning.

interpret-community

The Interpret Community extends Interpret repo with additional interpretability techniques and utility functions to handle real-world datasets and workflows.

k-means-on-yahoo-click-log

The project is mainly to demonstrate the performance in terms of convergence for Random Initialisation and K++ for K-Means Algorithm.

metaflow

Build and manage real-life data science projects with ease.

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

notebooks-contrib

RAPIDS Community Notebooks

optuna

A hyperparameter optimization framework

practical-pytorch

PyTorch tutorials demonstrating modern techniques with readable code

profanity-detector

A system that detects profane words in a document that is uploaded.

pytext

A natural language modeling framework based on PyTorch

pytorch-ssim

pytorch structural similarity (SSIM) loss

raft

Rapids Analytics Framework Toolset to share building blocks between cuGraph and cuML

raytune

sentiment-analysis

Sentiment Analysis using Python

sentiment-analysis-on-twitter-data

Performing sentiment analysis on tweets obtained from twitter.

similar-duo

Obtaining similar users in the ml-20m dataset using min hashing to obtain the signature matrix and LSH to obtain nearest neighbour.

simple-faster-rcnn-pytorch

A simplified implemention of Faster R-CNN that replicate performance from origin paper