Ananta Prasannakumar's starred repositories
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
academicpages.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
academic-website-template-bs4
Academic Website Template in Bootstrap 4.
jmcglone.github.io
Data for jmcglone.com. Includes customization of Bootstrap 3.0. Blog and pages generated by Jekyll. Hosted on GitHub.
developerFolio
🚀 Software Developer Portfolio Template that helps you showcase your work and skills as a software developer. (This is currently not being maintained)
devportfolio
A lightweight, customizable single-page personal portfolio website template built with JavaScript and Sass
ml-surveys
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
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, ... 🧠
Bioinformatics-Algorithms
Important bioinformatics algorithms as well as other useful scripts
data-science-from-scratch
code for Data Science From Scratch book
WDBC_analysis
Breast Cancer Wisconsin (Diagnostic) Data Set: Predict whether the cancer is benign or malignant.
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.
research-advice-list
A compilation of research advice.
RaytracingTheNextWeek
Implementation of the Peter Shirley's book in .NETCore CSharp
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
ctci-solutions
Python solutions to Cracking the Coding Interview (6th edition)
Interactive_Tools
Interactive Tools for Machine Learning, Deep Learning and Math
3D-ResNets-PyTorch
3D ResNets for Action Recognition (CVPR 2018)
video-classification-3d-cnn-pytorch
Video classification tools using 3D ResNet
pytorch-data-generator
Template for data generator with PyTorch
open-images-dataset-loaders
PyTorch dataset classes for the Open Images (v5) dataset.
open-images-2019-challenge
Open Images V5 solution for Object Detection and Visual Relationship Track
MentisOculi
A raytracer written in PyTorch (raynet?)