2015-slides

Slides and talk assets from PyCon 2015

2017-05-pycon-eda-tutorial

EDA Tutorial for 2017 PyCon Portland

affekta

Real-time emotion recognition using facial expressions

analytics_vidhya

Codes related to activities on AV including articles, hackathons and discussions.

astrowind

autoencoder-makeup

An autoencoder model for recommendations.

automated-nuclei-detection-in-breast-cancer-histopathology-images

A Deep Learning plus Image Processing model trained to detect Nuclei in a given Breast Cancer Histopathology Image

awesome-nlp

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

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bitcoin-price-prediction-using-lstm

Bitcoin price Prediction ( Time Series ) using LSTM Recurrent neural network

blog

blogs

categoricalembedder

Categorical Embedder is a python package that let's you convert your categorical variables into numeric via Neural Networks

covid19

credit-card-fraud-detection-using-autoencoders-in-keras

iPython notebook and pre-trained model that shows how to build deep Autoencoder in Keras for Anomaly Detection in credit card transactions data

data-science-template

A starter template for Equinor data science / data engineering projects

datamuni

deep-autoencoders-for-collaborative-filtering

Using Deep Autoencoders for predictions of movie ratings.

embedder

Embed categorical variables via neural networks.

emotion

:smile: Recognizes human faces and their corresponding emotions from a video or webcam feed. Powered by OpenCV and Deep Learning.

emotisense

Emotion recognition system based on facial expression detection

ensemble-time-series

Ensemble Machine Learning for Time Series: Ensemble of Deep Recurrent Neural Networks and Random forest using a Stacking (averaging) layer and trained using Genetic Algorithms

facerec

facial_emotion_recognition_using_keras

I have used FER2013 dataset and try to build the Facial emotion recognition using Keras

feature-selection

gameofthrones3d

Visualizing Game of Thrones using BERT

intro2stats

Introduction to Statistics using Python

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

keras-image-classification

Using Kaggle cats vs dogs dataset