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advanced-ml-coursera

chatbot-using-seq2seq

chatbot using tensor flow seq2seq model

codebert

CodeBERT

davies-bouldin-index

Davies–Bouldin index (DBI) (introduced by David L. Davies and Donald W. Bouldin in 1979) is a metric for evaluating clustering algorithms.[1] This is an internal evaluation scheme, where the validation of how well the clustering has been done is made using quantities and features inherent to the dataset.

dmn-tensorflow

Dynamic Memory Networks (https://arxiv.org/abs/1603.01417) in Tensorflow

ganhacks

starter from "How to Train a GAN?" at NIPS2016

intro-to-dl

Resources for "Introduction to Deep Learning" course.

mnist-classification-using-xgboost

neural-network-examples

simple neural network examples in tensorflow and keras

neural_artistic_style

Neural Artistic Style in Python

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

qlib

Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies.

sentiment-analysis-tensorflow

Sentiment Analysis Tensorflow

smote-algorithm

SMOTE algorithm for creating synthetic data to avoid data imbalance