bigdatamatta

aws-microservices

AWS Serverless Event-driven Microservices with using AWS Lambda, AWS DynamoDB, AWS API Gateway, AWS EventBridge, AWS SQS, AWS CDK stands for Cloud Development Kit for IaC — Infrastructure as Code tool and AWS CloudWatch for monitoring.

BirdsEye

The BirdsEye RL/RF project enables localization of mobile radio frequency targets, e.g., drones operators, via commericial off-the-shelf sensors.

DeepBeerInventory-RL

The code for the SRDQN algorithm to train an agent for the beer game problem

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

dm_control

DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

dqe_mentoring_pydeequ

EdgeML

This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.

ETL-pipeline-that-retrieves-data-from-S3-and-stages-the-data-in-Redshift.

Fastformer

A pytorch &keras implementation and demo of Fastformer.

google-research

Google Research

hctsaPhenotypingWorm

Machine learning classification using scikit-learn and features from hctsa analysis on movement speed data of five strains of the nematode worm Caenorhabditis elegans

imbalanced-ensemble

Class-imbalanced / Long-tailed ensemble learning in Python. Modular, flexible, and extensible. | 模块化、灵活、易扩展的类别不平衡/长尾机器学习库

Learn2Clean

Learn2Clean: Optimizing the Sequence of Tasks for Data Preparation and Cleaning

machine-learning-imbalanced-data

Code repository for the online course Machine Learning with Imbalanced Data

MSDMT

【CoG2020】Multi-source Data Multi-task Learning for Profiling Players in Online Games

neural-state-variables

NICE

Combining Reinforcement Learning with Integer Programming for Robust Scheduling

notebooks

GBDX Stories notebooks.

nzpy

Python DB API 2.0 driver for Netezza

packet_cafe

A platform built for easy-to-use automated network traffic analysis

PDEBench

This is a repository for the paper "PDEBench: An Extensive Benchmark for Scientific Machine Learning".

Portfolio

Marketing analytics with Python, churn prediction, AB testing, RFMT segmentation, cohort analysis, customer lifetime value

PyDeequExemploUtilizacao

Exemplo de utilização do PyDeequ para teste unitário em Dados

reinforcement_learning_financial_trading

MATLAB example on how to use Reinforcement Learning for developing a financial trading model

s3-to-rds-postgresql

Copies data from a S3 Bucket into a RDS PostgreSQL table

SenseEarth2020-ChangeDetection

1st place solution to the Satellite Remote Sensing Image Change Detection Challenge hosted by SenseTime

speech_shift

Demonstrating covariate shift detection using VOiCES

Sphere

Web-scale retrieval for knowledge-intensive NLP

Time-Series-Forecasting-Apple-Stock-Price-Using-SARIMA-Prophet

Time Series forecasting using Seasonal ARIMA & Prophet. Applied statistical tests like Augmented Dickey–Fuller test to check stationary of series. Checked ACF ,PACF plots to identify Moving average and Auto-regressive order of series. Transformed series to make it stationary.

wav2letter

Facebook AI Research's Automatic Speech Recognition Toolkit