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mdiby's starred repositories

COVID-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

29139 865 3759

pyod

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

Language:PythonBSD-2-Clause8333 144 333

finBERT

Financial Sentiment Analysis with BERT

Language:Jupyter NotebookApache-2.01380 34 62

tensor-house

A collection of reference Jupyter notebooks and demo AI/ML applications for enterprise use cases: marketing, pricing, supply chain, smart manufacturing, and more.

Language:Jupyter NotebookApache-2.01219 57 14

keras-anomaly-detection

Anomaly detection implemented in Keras

Language:PythonMIT370 25 5

Learning-PySpark

Code repository for Learning PySpark by Packt

Language:Jupyter NotebookMIT322 21 2

PySpark-and-MLlib

Getting start with PySpark and MLlib

Language:Jupyter Notebook286 13 2

keras-bert

A simple technique to integrate BERT from tf hub to keras

Language:Jupyter Notebook258 8 31

A-Guide-to-DeepMinds-StarCraft-AI-Environment

This is the code for "A Guide to DeepMind's StarCraft AI Environment" by Siraj Raval on Youtube

Language:PythonApache-2.0211 18 7

Deep-Portfolio-Management

Source code for the blog post on the evolution of the asset allocation methods

Language:Jupyter Notebook210 170

LoanDefault-Prediction

Lending Club Loan data analysis

Language:Jupyter Notebook158 5 1

drl-portfolio-management

CSCI 599 deep learning and its applications final project

Language:Jupyter NotebookMIT148 14 14

stocks

machine learning web app game where the user competes against the AI in picking stocks

Language:JavaScriptMIT132 14 2

dask-tutorial-scipy-2018

Materials for "Parallelizing Scientific Python with Dask"

Language:Jupyter Notebook70 6 6

home_price_estimator

Uses Zillow metadata, NLP on realtor description, and VGG16 on home images to predict home sale prices in Portland from 6/16 - 7/17.

Language:Jupyter Notebook62 5 1

RL4AD

Reinforcement Learning for Anomaly Detection

Language:Jupyter Notebook42 4 2

lending-club

Applying machine learning to predict loan charge-offs on LendingClub.com

Language:Jupyter Notebook42 7 1

Zillow-Home-Value-Prediction

XGBoost, LightGBM, LSTM, Linear Regression, Exploratory Data Analysis

Language:Jupyter NotebookMIT3700

Crypto-Trading-AI

Artificial intelligence to trade cryptocurrency based off future market predictions.

Language:Python36 120

exp-anomaly-detector

The design of a time series anomaly detector through RNN and RL.

Language:Jupyter Notebook34 2 1

Product-Named-Entity-Recognition

Train a model to find the names of products in text

Language:Jupyter Notebook33 50

Named-entity recognition (NER) (also known as entity identification, entity chunking and entity extraction) is a subtask of information extraction that seeks to locate and classify named entities mentioned in unstructured text into pre-defined categories such as person names, organizations, locations, medical codes, time expressions, quantities, monetary values, percentages, etc.

Language:Jupyter Notebook29 50

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