ftk1000 Goto Github PK

anomaliesinoptions

In this notebook we will explore a machine learning approach to find anomalies in stock options pricing.

attention

This repository will house a visualization that will attempt to convey instant enlightenment of how Attention works to someone not working in artificial intelligence, with 3Blue1Brown as inspiration

attention-primer

A demonstration of the attention mechanism with some toy experiments and explanations.

attention_tasks

Tasks to using attention

bertpunc

SOTA punctation restoration (for e.g. automatic speech recognition) deep learning model based on BERT pre-trained model

bioinformatics-with-python-cookbook-second-edition

Bioinformatics with Python Cookbook Second Edition, published by Packt

code-server

Run VS Code on a remote server.

crypto_predictor_app

Cryptocurrency price prediction using Neural Network

dash-by-plotly

Interactive data analytics

deep-learning-course

Deep Learning Course

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deployment-flask

docs

TensorFlow documentation

e01

fastai

The fastai deep learning library, plus lessons and tutorials

gcn_lect

graph-isomorphism-networks

A Tensorflow 2.0 implementation of Graph Isomorphism Networks.

graph_nets

PyTorch Implementation and Explanation of Graph Representation Learning papers involving DeepWalk, GCN, GraphSAGE, ChebNet & GAT.

jh-kaggle-util

Jeff Heaton's Kaggle Utilities

keras-punctuator

Experimental project to punctuate text using a embedding layer, single convolutional layer and output softmax layer written in Keras.

lstm_chem

Implementation of the paper - Generative Recurrent Networks for De Novo Drug Design.

mlpb

Machine Learning Problem Bible | Problem Set Here >>

oreillyhealthcaredata

practical_rl

A course in reinforcement learning in the wild

punctuator2

A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text

python-folium

create maps with the folium package

python-neural-style-transfer

A short walkthrough that demonstrates how to perform neural style transfer with a pre-trained model.

python_folium_example

Example showing how to generate a map with markers, custom markers, circle markers, vega visualizations, Geojson and choropleth maps

pytorch-deep-learning

Deep Learning (with PyTorch)

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction