jaminaveen Goto Github PK

2020-computefest

book

Compiled and pretty version of labs

car-plate-recognition-project

Car number plate recognition project using Deep Learning frameworks like Yolo, CNN, and CRNN models

csye7245-spring2021-labs

CSYE7245 - Labs

data-structures-and-algorithms

Code in assignments from INFO6205 - Program Structures and Algorithms class

datapipelines_earnings_calls_transcripts

Docker data pipeline for Data collection, Transformation, and storing it into MongoDB

hello-circleci

Demo app for continuous integration using CircleCI

info6105_datascience

In this repository, you can find my Data Science projects that we (Team of 4) have developed in one of my Master's courses. We have approached data science use-cases seeing it as an engineering problem which needs to be developed and maintained in production environments. We learnt data pipelining using Airflow and dockerized it, making our products easy to be maintained and scaled if needed. Built many supervised machine learning models from a company perspective where Data Science projects start from phase of Data collection and then Data cleaning, pre-processing, Exploratory Data Analysis, Modelling, and Model deployment stages of Data Science life-cycle unlike most of the academic projects which starts with clean data found online.

marl-papers

Paper list of multi-agent reinforcement learning (MARL)

modeldrift

Capturing model drift and handling its response - Example webinar

multi-agent-ddpg-using-pttorch-and-ml-agents

A simple example of how to implement vector based DDPG for MARL tasks using PyTorch and a ML-Agents environment.

self-driving-car

The Udacity open source self-driving car project

unity-ml-tennis

About solving the tennis environment from Unity using a Multi Agent DDPG and a Multi Agent PPO

yolov3_low_light_object_detection

This is a research project to understand the performance of YOLOv3 model in low light and find efficient ways to improve its performance in low light.