pramodatre
Working on topics revolving around Machine Learning, Computer Vision, and Optimization.
Robert Bosch LLCPittsburgh, PA, USA
Pinned Repositories
AlgorithmVisualizer
Algorithm Visualizer
audiogenie
AudioGenie uses Audio to deliver educational content
crazyflie-multi-ranger-deck-slam
SLAM implementation for Crazyflie2.1 using the multi-ranger deck
cv-algorithms
Implementations of Computer Vision algorithms described in my blog posts on http://pramodatre.github.io/
FCND-Backyard-Flyer
Learn autonomous flight basics using a simulator for development and testing of flight commands. Make a simulated drone fly in a pattern, e.g., a square.
FCND-Controls-CPP
Design, implement, and tune PID controllers that work at expected quality to control the drone's altitude and attitude. Test controllers using a realistic simulator to fly complex trajectories.
FCND-Esimation-CPP
Design and implement Extended Kalman Filter (EKF) for state estimation of the drone by fusing IMU, magnetometer, and GPS observations. Use a realistic simulator for validating the implementation.
FCND-Motion-Planning
Plan and execute routes in an urban environment given a destination location avoiding obstacles using Voronoi graphs and Probabilistic Road Maps (PRM). Build realistic paths by minimizing waypoints using ray tracing.
FCND-projects-crazyflie-port
Porting some FCND projects working with a simulator to a micro-UAV, Crazyflie2.1
trafficanalytics
Repository for code accompanying the journal paper Extracting City Traffic Events from Social Streams. ACM Trans. Intell. Syst. Technol. 6, 4, Article 43 (July 2015), 27 pages.
pramodatre's Repositories
pramodatre/crazyflie-multi-ranger-deck-slam
SLAM implementation for Crazyflie2.1 using the multi-ranger deck
pramodatre/cv-algorithms
Implementations of Computer Vision algorithms described in my blog posts on http://pramodatre.github.io/
pramodatre/FCND-Esimation-CPP
Design and implement Extended Kalman Filter (EKF) for state estimation of the drone by fusing IMU, magnetometer, and GPS observations. Use a realistic simulator for validating the implementation.
pramodatre/FCND-Motion-Planning
Plan and execute routes in an urban environment given a destination location avoiding obstacles using Voronoi graphs and Probabilistic Road Maps (PRM). Build realistic paths by minimizing waypoints using ray tracing.
pramodatre/FCND-projects-crazyflie-port
Porting some FCND projects working with a simulator to a micro-UAV, Crazyflie2.1
pramodatre/FCND-Controls-CPP
Design, implement, and tune PID controllers that work at expected quality to control the drone's altitude and attitude. Test controllers using a realistic simulator to fly complex trajectories.
pramodatre/trafficanalytics
Repository for code accompanying the journal paper Extracting City Traffic Events from Social Streams. ACM Trans. Intell. Syst. Technol. 6, 4, Article 43 (July 2015), 27 pages.
pramodatre/AlgorithmVisualizer
Algorithm Visualizer
pramodatre/audiogenie
AudioGenie uses Audio to deliver educational content
pramodatre/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
pramodatre/FCND-Backyard-Flyer
Learn autonomous flight basics using a simulator for development and testing of flight commands. Make a simulated drone fly in a pattern, e.g., a square.
pramodatre/BDA_py_demos
Bayesian Data Analysis demos for Python
pramodatre/data-science-from-scratch
code for Data Science From Scratch book
pramodatre/detectofftopictweets
Accompanying code for detecting off-topic tweets using content analysis for the publication Topical anomaly detection from Twitter stream. In Proceedings of the 4th Annual ACM Web Science Conference (WebSci '12). ACM, New York, NY, USA, 11-14.
pramodatre/dimple
Dimple: Java and Matlab libraries for probabilistic inference
pramodatre/gcc
pramodatre/github-pages-with-jekyll
pramodatre/incubator-quarks
Mirror of Apache Quarks (Incubating)
pramodatre/incubator-quarks-website
Mirror of Apache Quarks site (Incubating)
pramodatre/intro2stats
Introduction to Statistics using Python
pramodatre/ipython-notebooks
A collection of IPython notebooks covering various topics.
pramodatre/mlrefined
Python and MATLAB code examples and demos from the textbook "Machine Learning Refined" (Cambridge University Press). See our blog https://jermwatt.github.io/mlrefined/index.html for interactive versions of many of the notebooks in this repo.
pramodatre/pixyll
A simple, beautiful Jekyll theme that's mobile first
pramodatre/pramodatre.github.io
My homepage
pramodatre/prettytensor
Pretty Tensor: Fluent Networks in TensorFlow
pramodatre/programming-collective-intelligence
IPython notebooks with recommendation algorithms
pramodatre/scikit-learn
scikit-learn: machine learning in Python
pramodatre/tensorflow
Open source software library for numerical computation using data flow graphs.
pramodatre/text-mining-python-course
Codebase containing all the implementations for the Udemy course on Build Text Mining Applications with Live-Coding in Python
pramodatre/text-mining-search-engine
Search engine application to index and retrieve documents