Ananta Prasannakumar (anantalp)

anantalp

Geek Repo

Company:University of Central Florida

Location:Orlando, FL

Home Page:https://anantalp.github.io/

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Ananta Prasannakumar's starred repositories

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

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machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

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academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

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academic-website-template-bs4

Academic Website Template in Bootstrap 4.

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jmcglone.github.io

Data for jmcglone.com. Includes customization of Bootstrap 3.0. Blog and pages generated by Jekyll. Hosted on GitHub.

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developerFolio

🚀 Software Developer Portfolio Template that helps you showcase your work and skills as a software developer. (This is currently not being maintained)

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devportfolio

A lightweight, customizable single-page personal portfolio website template built with JavaScript and Sass

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ml-surveys

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

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annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

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pyttern

text algorithms in Python: KMP, LCP, KMR, KS, McCreight, Ukkonen

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Bioinformatics-Algorithms

Important bioinformatics algorithms as well as other useful scripts

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data-science-from-scratch

code for Data Science From Scratch book

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WDBC_analysis

Breast Cancer Wisconsin (Diagnostic) Data Set: Predict whether the cancer is benign or malignant.

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End-to-End-Diabetes-Prediction-Application-Using-Machine-Learning

In this project, the objective is to predict whether the person has Diabetes or not based on various features like Number of Pregnancies, Insulin Level, Age, BMI.

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regl

👑 Functional WebGL

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research-advice-list

A compilation of research advice.

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RaytracingTheNextWeek

Implementation of the Peter Shirley's book in .NETCore CSharp

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ISLR-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

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ctci-solutions

Python solutions to Cracking the Coding Interview (6th edition)

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Interactive_Tools

Interactive Tools for Machine Learning, Deep Learning and Math

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3D-ResNets-PyTorch

3D ResNets for Action Recognition (CVPR 2018)

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video-classification-3d-cnn-pytorch

Video classification tools using 3D ResNet

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pytorch-data-generator

Template for data generator with PyTorch

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open-images-dataset-loaders

PyTorch dataset classes for the Open Images (v5) dataset.

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open-images-2019-challenge

Open Images V5 solution for Object Detection and Visual Relationship Track

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YOWO

You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization

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Leetcode

Solutions to LeetCode problems; updated daily. Subscribe to my YouTube channel for more.

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MentisOculi

A raytracer written in PyTorch (raynet?)

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