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anomaly-detection

Anomaly Detection example using Multivariate Gaussian Distribution and Apache Spark MLlib

chroma

the AI-native open-source embedding database

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

deep-rl-tensorflow

TensorFlow implementation of Deep Reinforcement Learning papers

dist-keras

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

dualrl

A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer (IJCAI 2019)

fasttext

Library for fast text representation and classification.

geturrecon

All that entity matching, resolution, normalization, enhancement and reconciliation madness, but with a focus on data, not platforms.

gpt-crawler

Crawl a site to generate knowledge files to create your own custom GPT from a URL

janus-dashboard

A R shiny app to visualise text data

kaggle-quora-question-pairs

Kaggle：Quora Question Pairs, 4th/3396 (https://www.kaggle.com/c/quora-question-pairs)

kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

kaggle_homedepot

Turing Test's Solution for Home Depot Product Search Relevance Competition on Kaggle (https://www.kaggle.com/c/home-depot-product-search-relevance)

kddcup

lda-doc2vec-example-with-pca-ldavis-visualization

learningdataminingwithpython

Updated code for the Learning Data Mining With Python book

machine-learning

:earth_americas: machine learning algorithms tutorials (mainly in Python3)

maybe

The OS for your personal finances

mmd

Python scripts and datasets used in the Course: "Data Mining and Modelling" from http://emap.fgv.br/

models

Models and examples built with TensorFlow

my-mllib

The project implemented some machine learning algorithms on spark which is written in scala and it also included standalone implementations of these algorithms.

news-recommendation

News recommendation system based on spark.

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.

openai-translator

基于 ChatGPT API 的划词翻译浏览器插件和跨平台桌面端应用 - Browser extension and cross-platform desktop application for translation based on ChatGPT API.

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

pytorch-madrl

PyTorch implementations of various DRL algorithms for both single agent and multi-agent.

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement_learning_project

This repo is for a reinforcement learning project using citiBike data

rl

A set of RL experiments. Currently including: (1) the MDP rank experiment, based on policy gradient algorithm

search_with_lepton

Building a quick conversation-based search demo with Lepton AI.